diff --git a/.github/actions/bootstrap-test-lakefs/action.yaml b/.github/actions/bootstrap-test-lakefs/action.yaml
index f7e459a0c2b..47c63ed675c 100644
--- a/.github/actions/bootstrap-test-lakefs/action.yaml
+++ b/.github/actions/bootstrap-test-lakefs/action.yaml
@@ -24,7 +24,7 @@ runs:
       shell: bash
       run: tar -xf /tmp/generated.tar.gz
     - name: Configure AWS Credentials
-      uses: aws-actions/configure-aws-credentials@v1-node16
+      uses: aws-actions/configure-aws-credentials@v4
       with:
         aws-access-key-id: ${{ env.AWS_ACCESS_KEY_ID }}
         aws-secret-access-key: ${{ env.AWS_SECRET_ACCESS_KEY }}
@@ -36,8 +36,8 @@ runs:
       env:
         LAKEFS_STATS_ENABLED: "false"
         LAKEFS_GATEWAYS_S3_DOMAIN_NAME: s3.docker.lakefs.io:8000
+      shell: bash
+      working-directory: ${{ inputs.compose-directory }}
       run: |
         [[ -z "${{ inputs.compose-file }}" ]] && flags="" || flags="-f ${{ inputs.compose-file }}"
         docker-compose ${flags} up ${{ inputs.compose-flags }}
-      shell: bash
-      working-directory: ${{ inputs.compose-directory }}
diff --git a/.github/workflows/docker-publish-lakefs-rclone-export.yaml b/.github/workflows/docker-publish-lakefs-rclone-export.yaml
index d27fc622895..4226e0cf9bb 100644
--- a/.github/workflows/docker-publish-lakefs-rclone-export.yaml
+++ b/.github/workflows/docker-publish-lakefs-rclone-export.yaml
@@ -32,7 +32,7 @@ jobs:
         id: version
 
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@v3
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
diff --git a/.github/workflows/docker-publish.yaml b/.github/workflows/docker-publish.yaml
index c698b014b5f..711c685a079 100644
--- a/.github/workflows/docker-publish.yaml
+++ b/.github/workflows/docker-publish.yaml
@@ -56,7 +56,7 @@ jobs:
           GOLANGCI_LINT_FLAGS: --out-format github-actions
 
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@v3
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
diff --git a/.github/workflows/esti.yaml b/.github/workflows/esti.yaml
index 0805684e417..540a8ef27b4 100644
--- a/.github/workflows/esti.yaml
+++ b/.github/workflows/esti.yaml
@@ -83,7 +83,7 @@ jobs:
         run: tar -xf /tmp/generated.tar.gz
 
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@v3
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
@@ -117,7 +117,7 @@ jobs:
     if: needs.check-secrets.outputs.secretsavailable == 'true'
     steps:
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@v3
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
           aws-region: us-east-1
@@ -240,7 +240,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@v3
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
diff --git a/.github/workflows/goreleaser.yaml b/.github/workflows/goreleaser.yaml
index 0562eb48775..9e16a2d6745 100644
--- a/.github/workflows/goreleaser.yaml
+++ b/.github/workflows/goreleaser.yaml
@@ -103,7 +103,7 @@ jobs:
           go-version: "1.21.4"
 
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@v3
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
diff --git a/.github/workflows/publish-hadoop-lakefs.yaml b/.github/workflows/publish-hadoop-lakefs.yaml
index c76688e2e2c..90a200d6721 100644
--- a/.github/workflows/publish-hadoop-lakefs.yaml
+++ b/.github/workflows/publish-hadoop-lakefs.yaml
@@ -49,7 +49,7 @@ jobs:
         run: sed -i.bak 's/<version>.*<\/version><!--MARKER.*/<version>'${{ steps.version.outputs.tag }}'<\/version>/' pom.xml
 
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@v3
+        uses: aws-actions/configure-aws-credentials@v4
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
diff --git a/.github/workflows/publish-python-wrapper-client.yaml b/.github/workflows/publish-python-wrapper-client.yaml
index c7272655ea9..81a7bec5376 100644
--- a/.github/workflows/publish-python-wrapper-client.yaml
+++ b/.github/workflows/publish-python-wrapper-client.yaml
@@ -10,22 +10,11 @@ jobs:
     - name: Checkout
       uses: actions/checkout@v4
 
-    - name: Python Build and Make Package
-      run: make package-python-wrapper
-
-    - name: Publish Distribution 📦 to PyPI
-      uses: pypa/gh-action-pypi-publish@release/v1
-      with:
-        user: __token__
-        password: ${{ secrets.PYPI_API_TOKEN }}
-        packages-dir: clients/python-wrapper/dist/
-        verbose: true
-
     - name: Extract docs version
       working-directory: ./clients/python-wrapper/
       shell: bash
       run: |
-          echo "tag=$(python setup.py --version)" >> $GITHUB_OUTPUT
+        echo "tag=$(python setup.py --version)" >> $GITHUB_OUTPUT
       id: docver
 
     - name: Set up Python 3.9
@@ -34,7 +23,7 @@ jobs:
         python-version: '3.9'
         cache: 'pip'
         cache-dependency-path: 'clients/python-wrapper/requirements.txt'
-    
+
     - name: Generate and Build Documentation
       run: |
         pip install -r clients/python-wrapper/requirements.txt
@@ -50,3 +39,15 @@ jobs:
         destination_folder: /
         user_email: 'support@treeverse.io'
         user_name: 'python-docs-action'
+
+    - name: Python Build and Make Package
+      run: make package-python-wrapper
+
+    - name: Publish Distribution 📦 to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
+      with:
+        user: __token__
+        password: ${{ secrets.PYPI_API_TOKEN }}
+        packages-dir: clients/python-wrapper/dist/
+        verbose: true
+  
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index f76eeb1ce06..697ec537bec 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,18 @@
 # Changelog
 
+# v1.3.1
+
+:bug: Bugs fixed:
+
+- Fix: User with permission to write actions can impersonate another user when auth token is configured in environment variable
+  ([GHSA-26hr-q2wp-rvc5](https://github.com/treeverse/lakeFS/security/advisories/GHSA-26hr-q2wp-rvc5))
+- Fix: S3 Gateway block unsupported S3 operations (#7028)
+- Fix: Better error handling on hook error (#7081)
+- Fix: Upload object without specify content type (#7130)
+- Fix: UI notebook preview fix colors (#7141)
+- Fix: Match blockstore reader hash function (#7099) (thanks @hunjixin)
+- UI improve load by cache and split of embedded content (#7132,#7135)
+
 # v1.3.0
 
 :new: What's new:
diff --git a/clients/python-wrapper/CHANGELOG.md b/clients/python-wrapper/CHANGELOG.md
new file mode 100644
index 00000000000..aa14f237d5d
--- /dev/null
+++ b/clients/python-wrapper/CHANGELOG.md
@@ -0,0 +1,5 @@
+# Changelog
+
+## v0.1.0
+What's new:
+- First official release!
diff --git a/clients/python-wrapper/README.md b/clients/python-wrapper/README.md
index c63e8a3c89f..4f73a294449 100644
--- a/clients/python-wrapper/README.md
+++ b/clients/python-wrapper/README.md
@@ -1,4 +1,4 @@
-# lakeFS High-Level Python SDK (Pre-release Beta)
+# lakeFS High-Level Python SDK
 
 lakeFS High Level SDK for Python, provides developers with the following features:
 1. Simpler programming interface with less configuration
diff --git a/clients/python-wrapper/lakefs/object.py b/clients/python-wrapper/lakefs/object.py
index 8f47bd672ec..1fd66f6673a 100644
--- a/clients/python-wrapper/lakefs/object.py
+++ b/clients/python-wrapper/lakefs/object.py
@@ -146,7 +146,10 @@ def writelines(self, lines: List[AnyStr]) -> None:
         raise io.UnsupportedOperation
 
     def __next__(self) -> AnyStr:
-        return self.readline()
+        line = self.readline()
+        if len(line) == 0:
+            raise StopIteration
+        return line
 
     def __iter__(self) -> Iterator[AnyStr]:
         return self
diff --git a/clients/python-wrapper/setup.py b/clients/python-wrapper/setup.py
index 277c70ff287..c8605d45a13 100644
--- a/clients/python-wrapper/setup.py
+++ b/clients/python-wrapper/setup.py
@@ -1,7 +1,7 @@
 from setuptools import setup, find_packages
 
 NAME = "lakefs"
-VERSION = "0.1.0-beta.3"
+VERSION = "0.1.0"
 # To install the library, run the following
 #
 # python setup.py install
diff --git a/clients/python-wrapper/tests/integration/test_object.py b/clients/python-wrapper/tests/integration/test_object.py
index 5969abe7d17..aa9057252f0 100644
--- a/clients/python-wrapper/tests/integration/test_object.py
+++ b/clients/python-wrapper/tests/integration/test_object.py
@@ -306,3 +306,26 @@ def test_readline_partial_line_buffer(setup_repo):
             assert read == expected
 
         assert reader.read() == ""
+
+
+def test_write_read_csv(setup_repo):
+    _, repo = setup_repo
+    columns = ["ID", "Name", "Email"]
+    sample_data = [
+        ['1', "Alice", "alice@example.com"],
+        ['2', "Bob", "bob@example.com"],
+        ['3', "Carol", "carol@example.com"],
+    ]
+    obj = repo.branch("main").object(path="csv/sample_data.csv")
+
+    with obj.writer(mode='w', pre_sign=False, content_type="text/csv") as fd:
+        writer = csv.writer(fd)
+        writer.writerow(columns)
+        for row in sample_data:
+            writer.writerow(row)
+
+    for i, row in enumerate(csv.reader(obj.reader(mode='r'))):
+        if i == 0:
+            assert row == columns
+        else:
+            assert row == sample_data[i - 1]
diff --git a/docs/reference/security/sso.md b/docs/reference/security/sso.md
index 7de5ba08bc9..f9c81207974 100644
--- a/docs/reference/security/sso.md
+++ b/docs/reference/security/sso.md
@@ -103,8 +103,6 @@ Important: new app registrations are hidden to users by default. When you are re
 ### Add a secret
 Sometimes called an application password, a client secret is a string value your app can use in place of a certificate to identity itself.
 
-Client secrets are considered less secure than certificate credentials. Application developers sometimes use client secrets during local app development because of their ease of use. However, you should use certificate credentials for any of your applications that are running in production.
-
 Steps:
 1. In the Azure portal, in App registrations, select your application.
 2. Select Certificates & secrets > Client secrets > New client secret.
@@ -120,7 +118,7 @@ A redirect URI is the location where the Microsoft identity platform redirects a
 
 You add and modify redirect URIs for your registered applications by configuring their platform settings.
 
-Enter https://lakefs-cloud.us.auth0.com/login/callback or https://lakefs-cloud.eu.auth0.com/login/callback (depends on your organization data location) as your redirect URI.
+Enter https://lakefs-cloud.us.auth0.com/login/callback as your redirect URI.
 
 Settings for each application type, including redirect URIs, are configured in Platform configurations in the Azure portal. Some platforms, like Web and Single-page applications, require you to manually specify a redirect URI. For other platforms, like mobile and desktop, you can select from redirect URIs generated for you when you configure their other settings.
 
@@ -131,7 +129,12 @@ Steps:
 4. Under Configure platforms, select the web option.
 5. Select Configure to complete the platform configuration.
 
-Once you finish registering lakeFS Cloud with Azure AD, save the **Application (Client) ID**, **Application Secret Value** and send this to Treeverse's team to finish the integration.
+Once you finish registering lakeFS Cloud with Azure AD send the following items to the Treeverse's team:
+1. **Client ID**
+2. **Client Secret**
+3. **Azure AD Domain**
+4. **Identity API Version** (v1 for Azure AD or v2 for Microsoft Identity Platform/Entra) 
+
   </div>
 </div>
 
diff --git a/webui/package-lock.json b/webui/package-lock.json
index 391ac8858bd..5fcec889ed6 100644
--- a/webui/package-lock.json
+++ b/webui/package-lock.json
@@ -8,28 +8,27 @@
       "name": "lakefs-ui",
       "version": "0.1.0",
       "dependencies": {
-        "@duckdb/duckdb-wasm": "^1.26.0",
-        "@emotion/react": "^11.10.5",
-        "@emotion/styled": "^11.10.5",
-        "@mui/material": "^5.11.1",
+        "@duckdb/duckdb-wasm": "^1.28.0",
+        "@emotion/react": "^11.11.1",
+        "@emotion/styled": "^11.11.0",
+        "@mui/material": "^5.14.20",
         "@primer/octicons-react": "^17.10.0",
         "@react-icons/all-files": "^4.1.0",
-        "bootstrap": "^5.3.1",
-        "dayjs": "^1.11.7",
+        "bootstrap": "^5.3.2",
+        "dayjs": "^1.11.10",
         "http-proxy-middleware": "^1.1.1",
         "lodash": "^4.17.21",
-        "p-map": "^6.0.0",
+        "p-map": "^7.0.0",
         "prismjs": "^1.29.0",
-        "query-string": "^7.1.1",
         "react": "^18.2.0",
-        "react-bootstrap": "^2.8.0",
-        "react-diff-viewer-continued": "^3.2.3",
+        "react-bootstrap": "^2.9.1",
+        "react-diff-viewer-continued": "^3.3.1",
         "react-dom": "^18.2.0",
         "react-dropzone": "^14.2.3",
-        "react-icons": "^4.3.1",
-        "react-ipynb-renderer": "^0.3.0",
+        "react-icons": "^4.12.0",
+        "react-ipynb-renderer": "^2.1.3",
         "react-markdown": "^8.0.3",
-        "react-router-dom": "^6.5.0",
+        "react-router-dom": "^6.20.1",
         "react-simple-code-editor": "^0.13.1",
         "react-syntax-highlighter": "^15.5.0",
         "rehype-raw": "^6.1.1",
@@ -38,48 +37,79 @@
         "remark-html": "^15.0.1",
         "unist-util-visit": "^4.1.2",
         "usehooks-ts": "^2.9.1",
-        "validator": "^13.7.0"
+        "validator": "^13.11.0"
       },
       "devDependencies": {
         "@babel/eslint-parser": "^7.23.3",
         "@rollup/plugin-replace": "^5.0.5",
-        "@types/bootstrap": "^5.2.6",
-        "@types/lodash": "^4.14.185",
+        "@types/bootstrap": "^5.2.10",
+        "@types/lodash": "^4.14.202",
         "@types/mdast": "^3.0.10",
-        "@types/react": "^18.0.26",
-        "@types/react-dom": "^18.0.9",
+        "@types/react": "^18.2.43",
+        "@types/react-dom": "^18.2.17",
         "@types/react-router-dom": "^5.3.3",
-        "@types/react-syntax-highlighter": "^15.5.5",
-        "@types/react-test-renderer": "^17.0.2",
+        "@types/react-syntax-highlighter": "^15.5.11",
+        "@types/react-test-renderer": "^18.0.7",
         "@types/unist": "^2.0.6",
-        "@types/validator": "^13.7.7",
+        "@types/validator": "^13.11.7",
         "@typescript-eslint/eslint-plugin": "^6.13.2",
         "@typescript-eslint/parser": "^6.13.2",
         "@vitejs/plugin-react": "^4.2.1",
         "@vitejs/plugin-react-swc": "^3.5.0",
-        "browserslist": "^4.21.4",
+        "browserslist": "^4.22.2",
         "cross-env": "^7.0.3",
-        "eslint-plugin-compat": "^4.0.2",
-        "eslint-plugin-react": "^7.23.2",
-        "happy-dom": "^8.9.0",
+        "eslint-plugin-compat": "^4.2.0",
+        "eslint-plugin-react": "^7.33.2",
+        "happy-dom": "^12.10.3",
         "react-test-renderer": "^18.2.0",
         "rollup-plugin-analyzer": "^4.0.0",
-        "sass": "^1.62.1",
+        "sass": "^1.69.5",
         "typescript": "^5.3.3",
         "typesync": "^0.11.1",
         "unified": "^10.1.2",
         "vite": "^5.0.7",
         "vite-plugin-eslint": "^1.8.1",
-        "vitest": "^1.0.3"
+        "vitest": "^1.0.4"
       },
       "engines": {
         "node": ">= 18"
       }
     },
+    "node_modules/@75lb/deep-merge": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/@75lb/deep-merge/-/deep-merge-1.1.1.tgz",
+      "integrity": "sha512-xvgv6pkMGBA6GwdyJbNAnDmfAIR/DfWhrj9jgWh3TY7gRm3KO46x/GPjRg6wJ0nOepwqrNxFfojebh0Df4h4Tw==",
+      "dependencies": {
+        "lodash.assignwith": "^4.2.0",
+        "typical": "^7.1.1"
+      },
+      "engines": {
+        "node": ">=12.17"
+      }
+    },
+    "node_modules/@75lb/deep-merge/node_modules/typical": {
+      "version": "7.1.1",
+      "resolved": "https://registry.npmjs.org/typical/-/typical-7.1.1.tgz",
+      "integrity": "sha512-T+tKVNs6Wu7IWiAce5BgMd7OZfNYUndHwc5MknN+UHOudi7sGZzuHdCadllRuqJ3fPtgFtIH9+lt9qRv6lmpfA==",
+      "engines": {
+        "node": ">=12.17"
+      }
+    },
+    "node_modules/@aashutoshrathi/word-wrap": {
+      "version": "1.2.6",
+      "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
+      "integrity": "sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==",
+      "dev": true,
+      "peer": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
     "node_modules/@ampproject/remapping": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.0.tgz",
       "integrity": "sha512-qRmjj8nj9qmLTQXXmaR1cck3UXSRMPrbsLJAasZpF+t3riI71BXed5ebIOYwQntykeZuhjsdweEc9BxH5Jc26w==",
+      "dev": true,
       "dependencies": {
         "@jridgewell/gen-mapping": "^0.1.0",
         "@jridgewell/trace-mapping": "^0.3.9"
@@ -104,6 +134,7 @@
       "version": "7.23.5",
       "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.23.5.tgz",
       "integrity": "sha512-uU27kfDRlhfKl+w1U6vp16IuvSLtjAxdArVXPa9BvLkrr7CYIsxH5adpHObeAGY/41+syctUWOZ140a2Rvkgjw==",
+      "dev": true,
       "engines": {
         "node": ">=6.9.0"
       }
@@ -112,6 +143,7 @@
       "version": "7.23.5",
       "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.23.5.tgz",
       "integrity": "sha512-Cwc2XjUrG4ilcfOw4wBAK+enbdgwAcAJCfGUItPBKR7Mjw4aEfAFYrLxeRp4jWgtNIKn3n2AlBOfwwafl+42/g==",
+      "dev": true,
       "dependencies": {
         "@ampproject/remapping": "^2.2.0",
         "@babel/code-frame": "^7.23.5",
@@ -140,7 +172,8 @@
     "node_modules/@babel/core/node_modules/convert-source-map": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/convert-source-map/-/convert-source-map-2.0.0.tgz",
-      "integrity": "sha512-Kvp459HrV2FEJ1CAsi1Ku+MY3kasH19TFykTz2xWmMeq6bk2NU3XXvfJ+Q61m0xktWwt+1HSYf3JZsTms3aRJg=="
+      "integrity": "sha512-Kvp459HrV2FEJ1CAsi1Ku+MY3kasH19TFykTz2xWmMeq6bk2NU3XXvfJ+Q61m0xktWwt+1HSYf3JZsTms3aRJg==",
+      "dev": true
     },
     "node_modules/@babel/eslint-parser": {
       "version": "7.23.3",
@@ -164,6 +197,7 @@
       "version": "7.23.5",
       "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.23.5.tgz",
       "integrity": "sha512-BPssCHrBD+0YrxviOa3QzpqwhNIXKEtOa2jQrm4FlmkC2apYgRnQcmPWiGZDlGxiNtltnUFolMe8497Esry+jA==",
+      "dev": true,
       "dependencies": {
         "@babel/types": "^7.23.5",
         "@jridgewell/gen-mapping": "^0.3.2",
@@ -178,6 +212,7 @@
       "version": "0.3.3",
       "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.3.tgz",
       "integrity": "sha512-HLhSWOLRi875zjjMG/r+Nv0oCW8umGb0BgEhyX3dDX3egwZtB8PqLnjz3yedt8R5StBrzcg4aBpnh8UA9D1BoQ==",
+      "dev": true,
       "dependencies": {
         "@jridgewell/set-array": "^1.0.1",
         "@jridgewell/sourcemap-codec": "^1.4.10",
@@ -191,6 +226,7 @@
       "version": "7.22.15",
       "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.22.15.tgz",
       "integrity": "sha512-y6EEzULok0Qvz8yyLkCvVX+02ic+By2UdOhylwUOvOn9dvYc9mKICJuuU1n1XBI02YWsNsnrY1kc6DVbjcXbtw==",
+      "dev": true,
       "dependencies": {
         "@babel/compat-data": "^7.22.9",
         "@babel/helper-validator-option": "^7.22.15",
@@ -206,6 +242,7 @@
       "version": "5.1.1",
       "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-5.1.1.tgz",
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@@ -19413,6 +19269,51 @@
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+        "is-set": "^2.0.1",
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+      "requires": {
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+        "call-bind": "^1.0.4",
+        "for-each": "^0.3.3",
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+      "version": "5.1.0",
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@@ -19546,29 +19429,20 @@
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diff --git a/webui/package.json b/webui/package.json
index f156f5e2e98..18fe1c273cf 100644
--- a/webui/package.json
+++ b/webui/package.json
@@ -4,6 +4,10 @@
   "engines": {
     "node": ">= 18"
   },
+  "overrides": {
+    "react": "$react",
+    "react-dom": "$react"
+  },
   "scripts": {
     "dev": "vite",
     "build": "cross-env NODE_OPTIONS=--max-old-space-size=4096 vite build",
@@ -14,28 +18,27 @@
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-    "@emotion/react": "^11.10.5",
-    "@emotion/styled": "^11.10.5",
-    "@mui/material": "^5.11.1",
+    "@duckdb/duckdb-wasm": "^1.28.0",
+    "@emotion/react": "^11.11.1",
+    "@emotion/styled": "^11.11.0",
+    "@mui/material": "^5.14.20",
     "@primer/octicons-react": "^17.10.0",
     "@react-icons/all-files": "^4.1.0",
-    "bootstrap": "^5.3.1",
-    "dayjs": "^1.11.7",
+    "bootstrap": "^5.3.2",
+    "dayjs": "^1.11.10",
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-    "p-map": "^6.0.0",
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-    "query-string": "^7.1.1",
     "react": "^18.2.0",
-    "react-bootstrap": "^2.8.0",
-    "react-diff-viewer-continued": "^3.2.3",
+    "react-bootstrap": "^2.9.1",
+    "react-diff-viewer-continued": "^3.3.1",
     "react-dom": "^18.2.0",
     "react-dropzone": "^14.2.3",
-    "react-icons": "^4.3.1",
-    "react-ipynb-renderer": "^0.3.0",
+    "react-icons": "^4.12.0",
+    "react-ipynb-renderer": "^2.1.3",
     "react-markdown": "^8.0.3",
-    "react-router-dom": "^6.5.0",
+    "react-router-dom": "^6.20.1",
     "react-simple-code-editor": "^0.13.1",
     "react-syntax-highlighter": "^15.5.0",
     "rehype-raw": "^6.1.1",
@@ -44,38 +47,38 @@
     "remark-html": "^15.0.1",
     "unist-util-visit": "^4.1.2",
     "usehooks-ts": "^2.9.1",
-    "validator": "^13.7.0"
+    "validator": "^13.11.0"
   },
   "devDependencies": {
     "@babel/eslint-parser": "^7.23.3",
     "@rollup/plugin-replace": "^5.0.5",
-    "@types/bootstrap": "^5.2.6",
-    "@types/lodash": "^4.14.185",
+    "@types/bootstrap": "^5.2.10",
+    "@types/lodash": "^4.14.202",
     "@types/mdast": "^3.0.10",
-    "@types/react": "^18.0.26",
-    "@types/react-dom": "^18.0.9",
+    "@types/react": "^18.2.43",
+    "@types/react-dom": "^18.2.17",
     "@types/react-router-dom": "^5.3.3",
-    "@types/react-syntax-highlighter": "^15.5.5",
-    "@types/react-test-renderer": "^17.0.2",
+    "@types/react-syntax-highlighter": "^15.5.11",
+    "@types/react-test-renderer": "^18.0.7",
     "@types/unist": "^2.0.6",
-    "@types/validator": "^13.7.7",
+    "@types/validator": "^13.11.7",
     "@typescript-eslint/eslint-plugin": "^6.13.2",
     "@typescript-eslint/parser": "^6.13.2",
     "@vitejs/plugin-react": "^4.2.1",
     "@vitejs/plugin-react-swc": "^3.5.0",
-    "browserslist": "^4.21.4",
+    "browserslist": "^4.22.2",
     "cross-env": "^7.0.3",
-    "eslint-plugin-compat": "^4.0.2",
-    "eslint-plugin-react": "^7.23.2",
-    "happy-dom": "^8.9.0",
+    "eslint-plugin-compat": "^4.2.0",
+    "eslint-plugin-react": "^7.33.2",
+    "happy-dom": "^12.10.3",
     "react-test-renderer": "^18.2.0",
     "rollup-plugin-analyzer": "^4.0.0",
-    "sass": "^1.62.1",
+    "sass": "^1.69.5",
     "typescript": "^5.3.3",
     "typesync": "^0.11.1",
     "unified": "^10.1.2",
     "vite": "^5.0.7",
     "vite-plugin-eslint": "^1.8.1",
-    "vitest": "^1.0.3"
+    "vitest": "^1.0.4"
   }
 }
diff --git a/webui/src/lib/api/index.js b/webui/src/lib/api/index.js
index d8aaf2aa2fe..ccd789890fd 100644
--- a/webui/src/lib/api/index.js
+++ b/webui/src/lib/api/index.js
@@ -1,5 +1,3 @@
-import queryString from "query-string"
-
 export const API_ENDPOINT = '/api/v1';
 export const DEFAULT_LISTING_AMOUNT = 100;
 
@@ -26,6 +24,11 @@ class LocalCache {
 
 const cache = new LocalCache();
 
+export const qs = (queryParts) => {
+    const parts = Object.keys(queryParts).map(key => [key, queryParts[key]]);
+    return new URLSearchParams(parts).toString();
+};
+
 export const linkToPath = (repoId, branchId, path, presign = false) => {
     const query = qs({
         path,
@@ -34,11 +37,6 @@ export const linkToPath = (repoId, branchId, path, presign = false) => {
     return `${API_ENDPOINT}/repositories/${repoId}/refs/${branchId}/objects?${query}`;
 };
 
-export const qs = (queryParts) => {
-    const parts = Object.keys(queryParts).map(key => [key, queryParts[key]]);
-    return new URLSearchParams(parts).toString();
-};
-
 export const extractError = async (response) => {
     let body;
     if (response.headers.get('Content-Type') === 'application/json') {
@@ -751,18 +749,11 @@ class Commits {
         return response.json();
     }
 
-    async commit(repoId, branchId, message, metadata = {}, source_metarange = "") {
-        const requestURL = queryString.stringifyUrl({
-            url: `/repositories/${repoId}/branches/${branchId}/commits`,
-            query: {source_metarange: source_metarange}
-        });
-        const parsedURL = queryString.exclude(requestURL, (name, value) => value === "", {parseNumbers: true});
-        const response = await apiRequest(parsedURL, {
-
+    async commit(repoId, branchId, message, metadata = {}) {
+        const response = await apiRequest(`/repositories/${repoId}/branches/${branchId}/commits`, {
             method: 'POST',
             body: JSON.stringify({message, metadata}),
         });
-
         if (response.status !== 201) {
             throw new Error(await extractError(response));
         }
diff --git a/webui/src/pages/repositories/repository/fileRenderers/simple.tsx b/webui/src/pages/repositories/repository/fileRenderers/simple.tsx
index 307a82e6de6..50e7eace84c 100644
--- a/webui/src/pages/repositories/repository/fileRenderers/simple.tsx
+++ b/webui/src/pages/repositories/repository/fileRenderers/simple.tsx
@@ -20,6 +20,8 @@ import {
 } from "./types";
 import imageUriReplacer from "../../../../lib/remark-plugins/imageUriReplacer";
 
+import "react-ipynb-renderer/dist/styles/default.css";
+
 export const ObjectTooLarge: FC<RendererComponent> = ({ path, sizeBytes }) => {
   return (
     <Alert variant="warning" className="m-5">
diff --git a/webui/src/pages/repositories/repository/objectViewer.tsx b/webui/src/pages/repositories/repository/objectViewer.tsx
index 9f2ebcda5fb..11bf1a80101 100644
--- a/webui/src/pages/repositories/repository/objectViewer.tsx
+++ b/webui/src/pages/repositories/repository/objectViewer.tsx
@@ -15,7 +15,6 @@ import { RefContextProvider } from "../../../lib/hooks/repo";
 import { useStorageConfig } from "../../../lib/hooks/storageConfig";
 import { linkToPath } from "../../../lib/api";
 
-import "../../../styles/ipynb.css";
 import "../../../styles/quickstart.css";
 
 type ObjectViewerPathParams = {
diff --git a/webui/src/styles/ipynb.css b/webui/src/styles/ipynb.css
deleted file mode 100644
index b637aae86ff..00000000000
--- a/webui/src/styles/ipynb.css
+++ /dev/null
@@ -1,3344 +0,0 @@
-/* monokai base colors */
-/* monokai notebook colors */
-/* jtplot figure style */
-/* selection, hover, prompts, brackets colors */
-/* code, text, markdown, & tooltip colors */
-/* cell border colors */
-/* menus, dividers, prompt-borders, brackets */
-/* panels and form-control styles */
-/* buttons, widgets, kernels colors */
-/* tables and dataframes colors */
-/* btn, scrollbar and shadow colors */
-/* monokai ansi colors */
-/* monokai codemirror colors */
-.ipynb-renderer-root {
-    /*****************************************************************
-   Notebook stylization  (toolbars, lists, menus, scroll & buttons)
-  *****************************************************************/
-    /*********************************************************/
-    /*** INTRO-PAGE TOOLBAR, LIST CONTAINERS, AND NAV TABS ***/
-    /*********************************************************/
-    /********************************************************/
-    /***************** NOTEBOOK PAGE SETTINGS ***************/
-    /********************************************************/
-    /********************************************************/
-    /************** NOTEBOOK PAGE HEADER AND NA *************/
-    /********************************************************/
-    /****************************************/
-    /********* ICONS and INDICATORS *********/
-    /****************************************/
-    /* COMMENT OUT TO RESTORE START-UP NOTIFICATIONS */
-    /******************************************/
-    /******** KERNEL RUNNING ANIMATION ********/
-    /******************************************/
-    /****************************************/
-    /************ DROPDOWN MENUS ************/
-    /****************************************/
-    /****************************************/
-    /**************** BUTTONS ***************/
-    /****************************************/
-    /**************************************************/
-    /********** MODAL, PANELS, & FORM CONTROL *********/
-    /**************************************************/
-    /* Chrome/Opera/Safari */
-    /* Firefox 19+ */
-    /* IE 10+ */
-    /* Firefox 18- */
-    /****************************************/
-    /************** SCROLL BARS *************/
-    /****************************************/
-    /******* Smooth Fonts ********/
-    /* Clearfix */
-    /***********************************************************************
-   Pandas DF, Tables, Widgets, Media, Links, Debugger, Nbext, & Animations
-  ************************************************************************/
-    /*********** WIDGETS ***********/
-    /************ LINKS  ************/
-    /***********  JUPYTER NBEXT CONFIGURATOR ***********/
-    /********** NBEXT MARKDOWN **********/
-    /********** SIDEBAR NBEXT **********/
-    /********** DEBUGGER PATCH **********/
-    /***********  MEDIA ***********/
-    /**********************************************/
-    /******** COMMAND PROMPT (CMD+SHIFT-P) ********/
-    /**********************************************/
-    /******************************************/
-    /*************** DASHBOARDS ***************/
-    /******************************************/
-    /******************************************/
-    /************** KEY BINDINGS **************/
-    /******************************************/
-    /******************************************/
-    /************** TEXT EDITOR ***************/
-    /******************************************/
-    /*********************************************/
-    /************** XTERM TERMINAL ***************/
-    /*********************************************/
-    /* CELL TOOLBAR */
-    /**************************************************/
-    /************** PAGER DOCUMENTATION ***************/
-    /**************************************************/
-    /**************************************************************
-   Cell Input, Output, and Prompt style for Code, Txt, & MD Cells
-  **************************************************************/
-    /********** CODE CELL INPUT AREA **********/
-    /*********** JUPYTER CELLS SOFT-SELECTED ************/
-    /*********** CODE CELL INPUT PROMPT ************/
-    /********** CODE CELL OUTPUT AREA **********/
-    /************ CODE CELL OUTPUT PROMPT ************/
-    /******** TXT & MD INPUT AREA ********/
-    /********** TEXT & MD PROMPT **********/
-    /******** MD PRE, CODE, KEYBIND, SAMP **********/
-    /******** TXT & MARKDOWN HEADERS **********/
-    /**** HOVER HIGHLIGHT CELL INPUT PROMPT ******/
-    /**************************************************************
-    CodeMirror syntax highlighting for Code, Txt, & MD Cells
-  **************************************************************/
-    /*********************************/
-    /********** ANSI COLORS **********/
-    /*********************************/
-    /************************************/
-    /******** TOOLTIP DIMENSIONS ********/
-    /************************************/
-    /*******************************************/
-    /****** CODE CELLS SYNTAX HIGHLIGHTING *****/
-    /*******************************************/
-    /***********************************************/
-    /**** TXT, HEADER, & MD SYNTAX HIGHLIGHTING ****/
-    /***********************************************/
-    /**********************************
-   MathJax Settings and Style Script
-  **********************************/
-    /* Prevents MathJax from jittering */
-    /* cell position when cell is selected */
-    /* Prevents MathJax from jittering */
-    /* cell position when cell is selected */
-  }
-  .ipynb-renderer-root div#notebook {
-    font-family: sans-serif;
-    font-size: 13pt;
-    line-height: 170%;
-    color: #F8F8F0;
-    -webkit-font-smoothing: antialiased !important;
-    padding-top: 25px !important;
-  }
-  .ipynb-renderer-root body,
-  .ipynb-renderer-root div.body {
-    font-family: sans-serif;
-    font-size: 13pt;
-    color: #F8F8F0;
-    background-color: #1E1E1E;
-    background: #1E1E1E;
-    -webkit-font-smoothing: antialiased !important;
-  }
-  .ipynb-renderer-root body.notebook_app {
-    padding: 0;
-    background-color: #1E1E1E;
-    background: #1E1E1E;
-    padding-right: 0px !important;
-    overflow-y: hidden;
-  }
-  .ipynb-renderer-root a {
-    font-family: sans-serif;
-    color: #F8F8F0;
-    -webkit-font-smoothing: antialiased !important;
-  }
-  .ipynb-renderer-root a:hover,
-  .ipynb-renderer-root a:focus {
-    color: #F8F8F0;
-    -webkit-font-smoothing: antialiased !important;
-  }
-  .ipynb-renderer-root div#maintoolbar {
-    position: relative;
-    width: 90%;
-    margin-left: -10%;
-    padding-right: 8%;
-    float: left;
-    background: #1E1E1E !important;
-    background-color: #1E1E1E !important;
-  }
-  .ipynb-renderer-root #maintoolbar {
-    margin-bottom: -3px;
-    margin-top: 2px !important;
-    border: 0px;
-    min-height: 27px;
-    padding-top: 2px;
-    padding-bottom: 0px;
-  }
-  .ipynb-renderer-root #maintoolbar .container {
-    width: 75%;
-    margin-right: auto;
-    margin-left: auto;
-  }
-  .ipynb-renderer-root .list_header,
-  .ipynb-renderer-root div#notebook_list_header.row.list_header {
-    font-size: 14pt;
-    color: #F8F8F0;
-    background-color: transparent;
-    height: 35px;
-  }
-  .ipynb-renderer-root i.fa.fa-folder {
-    display: inline-block;
-    font: normal normal normal 14px "FontAwesome";
-    font-family: "FontAwesome" !important;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    font-size: 18px;
-    -moz-osx-font-smoothing: grayscale;
-  }
-  .ipynb-renderer-root #running .panel-group .panel .panel-heading {
-    font-size: 14pt;
-    color: #F8F8F0;
-    padding: 8px 8px;
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-  }
-  .ipynb-renderer-root #running .panel-group .panel .panel-heading a {
-    font-size: 14pt;
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root #running .panel-group .panel .panel-heading a:focus,
-  .ipynb-renderer-root #running .panel-group .panel .panel-heading a:hover {
-    font-size: 14pt;
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root #running .panel-group .panel .panel-body .list_container .list_item {
-    background: #232323;
-    background-color: #232323;
-    padding: 2px;
-    border-bottom: 2px solid rgba(93, 92, 82, 0.25);
-  }
-  .ipynb-renderer-root #running .panel-group .panel .panel-body .list_container .list_item:hover {
-    background: #232323;
-    background-color: #232323;
-  }
-  .ipynb-renderer-root #running .panel-group .panel .panel-body {
-    padding: 2px;
-  }
-  .ipynb-renderer-root button#refresh_running_list {
-    border: none !important;
-  }
-  .ipynb-renderer-root button#refresh_cluster_list {
-    border: none !important;
-  }
-  .ipynb-renderer-root div.running_list_info.toolbar_info {
-    font-size: 15px;
-    padding: 4px 0 4px 0;
-    margin-top: 5px;
-    margin-bottom: 8px;
-    height: 24px;
-    line-height: 24px;
-    text-shadow: none;
-  }
-  .ipynb-renderer-root .list_placeholder {
-    font-weight: normal;
-  }
-  .ipynb-renderer-root #tree-selector {
-    padding: 0px;
-    border-color: transparent;
-  }
-  .ipynb-renderer-root #project_name > ul > li > a > i.fa.fa-home {
-    color: #000;
-    font-size: 17pt;
-    display: inline-block;
-    position: static;
-    padding: 0px 0px;
-    font-weight: normal;
-    text-align: center;
-    vertical-align: text-top;
-  }
-  .ipynb-renderer-root .fa-folder:before {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .fa-arrow-up:before {
-    font-size: 14px;
-  }
-  .ipynb-renderer-root .fa-arrow-down:before {
-    font-size: 14px;
-  }
-  .ipynb-renderer-root span#last-modified.btn.btn-xs.btn-default.sort-action:hover .fa,
-  .ipynb-renderer-root span#sort-name.btn.btn-xs.btn-default.sort-action:hover .fa {
-    color: #000;
-  }
-  .ipynb-renderer-root .folder_icon:before {
-    display: inline-block;
-    font: normal normal normal 14px/1 FontAwesome;
-    font-size: inherit;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    -moz-osx-font-smoothing: grayscale;
-    content: "\f07b";
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .notebook_icon:before {
-    display: inline-block;
-    font: normal normal normal 14px/1 FontAwesome;
-    font-size: inherit;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    -moz-osx-font-smoothing: grayscale;
-    content: "\f02d";
-    position: relative;
-    color: #000 !important;
-    top: 0px;
-  }
-  .ipynb-renderer-root .file_icon:before {
-    display: inline-block;
-    font: normal normal normal 14px/1 FontAwesome;
-    font-size: inherit;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    -moz-osx-font-smoothing: grayscale;
-    content: "\f15b";
-    position: relative;
-    top: 0px;
-    color: #888888 !important;
-  }
-  .ipynb-renderer-root #project_name a {
-    display: inline-flex;
-    padding-left: 7px;
-    margin-left: -2px;
-    text-align: -webkit-auto;
-    vertical-align: baseline;
-    font-size: 18px;
-  }
-  .ipynb-renderer-root div#notebook_toolbar div.dynamic-instructions {
-    font-family: sans-serif;
-    font-size: 17px;
-    color: #75715E;
-  }
-  .ipynb-renderer-root span#login_widget > .button,
-  .ipynb-renderer-root #logout {
-    font-family: "Proxima Nova", sans-serif;
-    color: #F8F8F0;
-    background: transparent;
-    background-color: transparent;
-    border: 2px solid #2f2f2f;
-    font-weight: normal;
-    box-shadow: none;
-    text-shadow: none;
-    border-radius: 3px;
-    margin-right: 10px;
-    padding: 2px 7px;
-  }
-  .ipynb-renderer-root span#login_widget > .button:hover,
-  .ipynb-renderer-root #logout:hover {
-    color: #000;
-    background-color: transparent;
-    background: transparent;
-    border: 2px solid #000;
-    background-image: none;
-    box-shadow: none !important;
-    border-radius: 3px;
-  }
-  .ipynb-renderer-root span#login_widget > .button:focus,
-  .ipynb-renderer-root #logout:focus,
-  .ipynb-renderer-root span#login_widget > .button.focus,
-  .ipynb-renderer-root #logout.focus,
-  .ipynb-renderer-root span#login_widget > .button:active,
-  .ipynb-renderer-root #logout:active,
-  .ipynb-renderer-root span#login_widget > .button.active,
-  .ipynb-renderer-root #logout.active,
-  .ipynb-renderer-root .open > .dropdown-togglespan#login_widget > .button,
-  .ipynb-renderer-root .open > .dropdown-toggle#logout {
-    color: #F8F8F2;
-    background-color: #F8F8F0;
-    background: #F8F8F0;
-    border-color: #F8F8F0;
-    background-image: none;
-    box-shadow: none !important;
-    border-radius: 2px;
-  }
-  .ipynb-renderer-root body > #header #header-container {
-    padding-bottom: 0px;
-    padding-top: 4px;
-    box-sizing: border-box;
-    -moz-box-sizing: border-box;
-    -webkit-box-sizing: border-box;
-  }
-  .ipynb-renderer-root body > #header {
-    background: #1E1E1E;
-    background-color: #1E1E1E;
-    position: relative;
-    z-index: 100;
-  }
-  .ipynb-renderer-root .list_container {
-    font-size: 13pt;
-    color: #F8F8F0;
-    border: none;
-    text-shadow: none !important;
-  }
-  .ipynb-renderer-root .list_container > div {
-    border-bottom: 1px solid rgba(93, 92, 82, 0.25);
-    font-size: 13pt;
-  }
-  .ipynb-renderer-root .list_header > div,
-  .ipynb-renderer-root .list_item > div {
-    padding-top: 6px;
-    padding-bottom: 2px;
-    padding-left: 0px;
-  }
-  .ipynb-renderer-root .list_header > div .item_link,
-  .ipynb-renderer-root .list_item > div .item_link {
-    margin-left: -1px;
-    vertical-align: middle;
-    line-height: 22px;
-    font-size: 13pt;
-  }
-  .ipynb-renderer-root .item_icon {
-    color: #AE81FF;
-    font-size: 13pt;
-    vertical-align: middle;
-  }
-  .ipynb-renderer-root .list_item input:not([type="checkbox"]) {
-    padding-right: 0px;
-    height: 1.75em;
-    width: 25%;
-    margin: 0px 0 0;
-    margin-top: 0px;
-  }
-  .ipynb-renderer-root .list_header > div .item_link,
-  .ipynb-renderer-root .list_item > div .item_link {
-    margin-left: -1px;
-    vertical-align: middle;
-    line-height: 1.5em;
-    font-size: 12pt;
-    display: inline-table;
-    position: static;
-  }
-  .ipynb-renderer-root #button-select-all {
-    height: 34px;
-    min-width: 55px;
-    z-index: 0;
-    border: none !important;
-    padding-top: 0px;
-    padding-bottom: 0px;
-    margin-bottom: 0px;
-    margin-top: 0px;
-    left: -3px;
-    border-radius: 0px !important;
-  }
-  .ipynb-renderer-root #button-select-all:focus,
-  .ipynb-renderer-root #button-select-all:active:focus,
-  .ipynb-renderer-root #button-select-all.active:focus,
-  .ipynb-renderer-root #button-select-all.focus,
-  .ipynb-renderer-root #button-select-all:active.focus,
-  .ipynb-renderer-root #button-select-all.active.focus {
-    background-color: #2f2f2f !important;
-    background: #2f2f2f !important;
-  }
-  .ipynb-renderer-root button#tree-selector-btn {
-    height: 34px;
-    font-size: 12pt;
-    border: none;
-    left: 0px;
-    border-radius: 0px !important;
-  }
-  .ipynb-renderer-root input#select-all.pull-left.tree-selector {
-    margin-left: 7px;
-    margin-right: 2px;
-    margin-top: 2px;
-    top: 4px;
-  }
-  .ipynb-renderer-root input[type="radio"],
-  .ipynb-renderer-root input[type="checkbox"] {
-    margin-top: 1px;
-    line-height: normal;
-  }
-  .ipynb-renderer-root .delete-button {
-    border: none !important;
-  }
-  .ipynb-renderer-root i.fa.fa-trash {
-    font-size: 13.5pt;
-  }
-  .ipynb-renderer-root .list_container a {
-    font-size: 16px;
-    color: #F8F8F0;
-    border: none;
-    text-shadow: none !important;
-    font-weight: normal;
-    font-style: normal;
-  }
-  .ipynb-renderer-root div.list_container a:hover {
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root .list_header > div input,
-  .ipynb-renderer-root .list_item > div input {
-    margin-right: 7px;
-    margin-left: 12px;
-    vertical-align: baseline;
-    line-height: 22px;
-    position: relative;
-    top: -1px;
-  }
-  .ipynb-renderer-root div.list_item:hover {
-    background-color: rgba(93, 92, 82, 0.1);
-  }
-  .ipynb-renderer-root .breadcrumb > li {
-    font-size: 12pt;
-    color: #F8F8F0;
-    border: none;
-    text-shadow: none !important;
-  }
-  .ipynb-renderer-root .breadcrumb > li + li:before {
-    content: "/\00a0";
-    padding: 0px;
-    color: #F8F8F0;
-    font-size: 18px;
-  }
-  .ipynb-renderer-root #project_name > .breadcrumb {
-    padding: 0px;
-    margin-bottom: 0px;
-    background-color: transparent;
-    font-weight: normal;
-    margin-top: -2px;
-  }
-  .ipynb-renderer-root ul#tabs a {
-    font-family: sans-serif;
-    font-size: 13.5pt;
-    font-weight: normal;
-    font-style: normal;
-    text-shadow: none !important;
-  }
-  .ipynb-renderer-root .nav-tabs {
-    font-family: sans-serif;
-    font-size: 13.5pt;
-    font-weight: normal;
-    font-style: normal;
-    background-color: transparent;
-    border-color: transparent;
-    text-shadow: none !important;
-    border: 2px solid transparent;
-  }
-  .ipynb-renderer-root .nav-tabs > li > a:active,
-  .ipynb-renderer-root .nav-tabs > li > a:focus,
-  .ipynb-renderer-root .nav-tabs > li > a:hover,
-  .ipynb-renderer-root .nav-tabs > li.active > a,
-  .ipynb-renderer-root .nav-tabs > li.active > a:focus,
-  .ipynb-renderer-root .nav-tabs > li.active > a:hover,
-  .ipynb-renderer-root .nav-tabs > li.active > a,
-  .ipynb-renderer-root .nav-tabs > li.active > a:hover,
-  .ipynb-renderer-root .nav-tabs > li.active > a:focus {
-    color: #000;
-    background-color: transparent;
-    border-color: transparent;
-    border-bottom: 2px solid transparent;
-  }
-  .ipynb-renderer-root .nav > li.disabled > a,
-  .ipynb-renderer-root .nav > li.disabled > a:hover {
-    color: #75715E;
-  }
-  .ipynb-renderer-root .nav-tabs > li > a:before {
-    content: "";
-    position: absolute;
-    width: 100%;
-    height: 2px;
-    bottom: -2px;
-    left: 0;
-    background-color: #000;
-    visibility: hidden;
-    -webkit-transform: perspective(0) scaleX(0);
-    transform: perspective(0) scaleX(0);
-    -webkit-transition: ease 220ms;
-    transition: ease 220ms;
-    -webkit-font-smoothing: antialiased !important;
-  }
-  .ipynb-renderer-root .nav-tabs > li > a:hover:before {
-    visibility: visible;
-    -webkit-transform: perspective(1) scaleX(1);
-    transform: perspective(1) scaleX(1);
-  }
-  .ipynb-renderer-root .nav-tabs > li.active > a:before {
-    content: "";
-    position: absolute;
-    width: 100%;
-    height: 2px;
-    bottom: -2px;
-    left: 0;
-    background-color: #000;
-    visibility: visible;
-    -webkit-transform: perspective(1) scaleX(1);
-    transform: perspective(1) scaleX(1);
-    -webkit-font-smoothing: subpixel-antialiased !important;
-  }
-  .ipynb-renderer-root div#notebook {
-    font-family: sans-serif;
-    font-size: 13pt;
-    padding-top: 4px;
-  }
-  .ipynb-renderer-root .notebook_app {
-    background-color: #1E1E1E;
-  }
-  .ipynb-renderer-root #notebook-container {
-    padding: 13px 2px;
-    background-color: #1E1E1E;
-    min-height: 0px;
-    box-shadow: none;
-    width: 980px;
-    margin-right: auto;
-    margin-left: auto;
-  }
-  .ipynb-renderer-root div#ipython-main-app.container {
-    width: 980px;
-    margin-right: auto;
-    margin-left: auto;
-  }
-  .ipynb-renderer-root .container {
-    width: 980px;
-    margin-right: auto;
-    margin-left: auto;
-  }
-  .ipynb-renderer-root div#menubar-container {
-    width: 100%;
-    width: 980px;
-  }
-  .ipynb-renderer-root div#header-container {
-    width: 980px;
-  }
-  .ipynb-renderer-root .notebook_app #header,
-  .ipynb-renderer-root .edit_app #header {
-    box-shadow: none !important;
-    background-color: #1E1E1E;
-    border-bottom: 2px solid rgba(93, 92, 82, 0.25);
-  }
-  .ipynb-renderer-root #header,
-  .ipynb-renderer-root .edit_app #header {
-    font-family: sans-serif;
-    font-size: 13pt;
-    box-shadow: none;
-    background-color: #1E1E1E;
-  }
-  .ipynb-renderer-root #header .header-bar,
-  .ipynb-renderer-root .edit_app #header .header-bar {
-    background: #1E1E1E;
-    background-color: #1E1E1E;
-  }
-  .ipynb-renderer-root body > #header .header-bar {
-    width: 100%;
-    background: #1E1E1E;
-  }
-  .ipynb-renderer-root span.checkpoint_status,
-  .ipynb-renderer-root span.autosave_status {
-    font-size: small;
-    display: none;
-  }
-  .ipynb-renderer-root #menubar,
-  .ipynb-renderer-root div#menubar {
-    background-color: #1E1E1E;
-    padding-top: 0px !important;
-  }
-  .ipynb-renderer-root #menubar .navbar,
-  .ipynb-renderer-root .navbar-default {
-    background-color: #1E1E1E;
-    margin-bottom: 0px;
-    margin-top: 0px;
-  }
-  .ipynb-renderer-root .navbar {
-    border: none;
-  }
-  .ipynb-renderer-root div.navbar-text,
-  .ipynb-renderer-root .navbar-text,
-  .ipynb-renderer-root .navbar-text.indicator_area,
-  .ipynb-renderer-root p.navbar-text.indicator_area {
-    margin-top: 8px !important;
-    margin-bottom: 0px;
-    color: #000;
-  }
-  .ipynb-renderer-root .navbar-default {
-    font-family: sans-serif;
-    font-size: 13pt;
-    background-color: #1E1E1E;
-    border-color: rgba(93, 92, 82, 0.25);
-    line-height: 1.5em;
-    padding-bottom: 0px;
-  }
-  .ipynb-renderer-root .navbar-default .navbar-nav > li > a {
-    font-family: sans-serif;
-    font-size: 13pt;
-    color: #F8F8F0;
-    display: block;
-    line-height: 1.5em;
-    padding-top: 14px;
-    padding-bottom: 11px;
-  }
-  .ipynb-renderer-root .navbar-default .navbar-nav > li > a:hover,
-  .ipynb-renderer-root .navbar-default .navbar-nav > li > a:focus {
-    color: #F8F8F0 !important;
-    background-color: rgba(93, 92, 82, 0.25) !important;
-    border-color: rgba(93, 92, 82, 0.25) !important;
-    line-height: 1.5em;
-    transition: 80ms ease;
-  }
-  .ipynb-renderer-root .navbar-default .navbar-nav > .open > a,
-  .ipynb-renderer-root .navbar-default .navbar-nav > .open > a:hover,
-  .ipynb-renderer-root .navbar-default .navbar-nav > .open > a:focus {
-    color: #F8F8F2;
-    background-color: #383838;
-    border-color: #383838;
-    line-height: 1.5em;
-  }
-  .ipynb-renderer-root .navbar-nav > li > .dropdown-menu {
-    margin-top: 0px;
-  }
-  .ipynb-renderer-root .navbar-nav {
-    margin: 0;
-  }
-  .ipynb-renderer-root div.notification_widget.info,
-  .ipynb-renderer-root .notification_widget.info,
-  .ipynb-renderer-root .notification_widget:active:hover,
-  .ipynb-renderer-root .notification_widget.active:hover,
-  .ipynb-renderer-root .open > .dropdown-toggle.notification_widget:hover,
-  .ipynb-renderer-root .notification_widget:active:focus,
-  .ipynb-renderer-root .notification_widget.active:focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.notification_widget:focus,
-  .ipynb-renderer-root .notification_widget:active.focus,
-  .ipynb-renderer-root .notification_widget.active.focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.notification_widget.focus,
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn,
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:hover,
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:focus {
-    color: #F8F8F0 !important;
-    background-color: transparent !important;
-    border-color: transparent !important;
-    padding-bottom: 0px !important;
-    margin-bottom: 0px !important;
-    font-size: 9pt !important;
-    z-index: 0;
-  }
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn {
-    font-size: 9pt !important;
-    z-index: 0;
-  }
-  .ipynb-renderer-root .notification_widget {
-    color: #AE81FF;
-    z-index: -500;
-    font-size: 9pt;
-    background: transparent;
-    background-color: transparent;
-    margin-right: 3px;
-    border: none;
-  }
-  .ipynb-renderer-root .notification_widget,
-  .ipynb-renderer-root div.notification_widget {
-    margin-right: 0px;
-    margin-left: 0px;
-    padding-right: 0px;
-    vertical-align: text-top !important;
-    margin-top: 6px !important;
-    background: transparent !important;
-    background-color: transparent !important;
-    font-size: 9pt !important;
-    border: none;
-  }
-  .ipynb-renderer-root .navbar-btn.btn-xs:hover {
-    border: none !important;
-    background: transparent !important;
-    background-color: transparent !important;
-    color: #F8F8F0 !important;
-  }
-  .ipynb-renderer-root div.notification_widget.info,
-  .ipynb-renderer-root .notification_widget.info {
-    display: none !important;
-  }
-  .ipynb-renderer-root .edit_mode .modal_indicator:before {
-    display: none;
-  }
-  .ipynb-renderer-root .command_mode .modal_indicator:before {
-    display: none;
-  }
-  .ipynb-renderer-root .item_icon {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .item_buttons .kernel-name {
-    font-size: 13pt;
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .running_notebook_icon:before {
-    color: #000 !important;
-    font: normal normal normal 15px/1 FontAwesome;
-    font-size: 15px;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    -moz-osx-font-smoothing: grayscale;
-    content: "\f10c";
-    vertical-align: middle;
-    position: static;
-    display: inherit;
-  }
-  .ipynb-renderer-root .item_buttons .running-indicator {
-    padding-top: 4px;
-    color: #000;
-    font-family: sans-serif;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-  }
-  .ipynb-renderer-root #notification_trusted {
-    font-family: sans-serif;
-    border: none;
-    background: transparent;
-    background-color: transparent;
-    margin-bottom: 0px !important;
-    vertical-align: bottom !important;
-    color: #75715E !important;
-    cursor: default !important;
-  }
-  .ipynb-renderer-root #notification_area,
-  .ipynb-renderer-root div.notification_area {
-    float: right !important;
-    position: static;
-    cursor: pointer;
-    padding-top: 6px;
-    padding-right: 4px;
-  }
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn {
-    font-size: 9pt !important;
-    z-index: 0;
-    margin-top: -5px !important;
-  }
-  .ipynb-renderer-root #modal_indicator {
-    float: right !important;
-    color: #4c8be2;
-    background: #1E1E1E;
-    background-color: #1E1E1E;
-    margin-top: 8px !important;
-    margin-left: 0px;
-  }
-  .ipynb-renderer-root #kernel_indicator {
-    float: right !important;
-    color: #000;
-    background: #1E1E1E;
-    background-color: #1E1E1E;
-    border-left: 2px solid #000;
-    padding-top: 0px;
-    padding-bottom: 4px;
-    margin-top: 10px !important;
-    margin-left: -2px;
-    padding-left: 5px !important;
-  }
-  .ipynb-renderer-root #kernel_indicator .kernel_indicator_name {
-    font-size: 17px;
-    color: #000;
-    background: #1E1E1E;
-    background-color: #1E1E1E;
-    padding-left: 5px;
-    padding-right: 5px;
-    margin-top: 4px;
-    vertical-align: text-top;
-    padding-bottom: 0px;
-  }
-  .ipynb-renderer-root .kernel_idle_icon:before {
-    display: inline-block;
-    font: normal normal normal 22px/1 FontAwesome;
-    font-size: 22px;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    cursor: pointer;
-    margin-left: 0px !important;
-    opacity: 0.7;
-    vertical-align: bottom;
-    margin-top: 1px;
-    content: "\f1db";
-  }
-  .ipynb-renderer-root .kernel_busy_icon:before {
-    display: inline-block;
-    font: normal normal normal 22px/1 FontAwesome;
-    font-size: 22px;
-    -webkit-animation: pulsate 2s infinite ease-out;
-    animation: pulsate 2s infinite ease-out;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    cursor: pointer;
-    margin-left: 0px !important;
-    vertical-align: bottom;
-    margin-top: 1px;
-    content: "\f111";
-  }
-  @keyframes pulsate {
-    0% {
-      transform: scale(1, 1);
-      opacity: 0.8;
-    }
-    8% {
-      transform: scale(1, 1);
-      opacity: 0.8;
-    }
-    50% {
-      transform: scale(0.75, 0.75);
-      opacity: 0.3;
-    }
-    92% {
-      transform: scale(1, 1);
-      opacity: 0.8;
-    }
-    100% {
-      transform: scale(1, 1);
-      opacity: 0.8;
-    }
-  }
-  .ipynb-renderer-root div.notification_widget.info,
-  .ipynb-renderer-root .notification_widget.info,
-  .ipynb-renderer-root .notification_widget:active:hover,
-  .ipynb-renderer-root .notification_widget.active:hover,
-  .ipynb-renderer-root .open > .dropdown-toggle.notification_widget:hover,
-  .ipynb-renderer-root .notification_widget:active:focus,
-  .ipynb-renderer-root .notification_widget.active:focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.notification_widget:focus,
-  .ipynb-renderer-root .notification_widget:active.focus,
-  .ipynb-renderer-root .notification_widget.active.focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.notification_widget.focus,
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn,
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:hover,
-  .ipynb-renderer-root div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:focus {
-    color: #F8F8F0;
-    background-color: #1E1E1E;
-    border-color: #1E1E1E;
-  }
-  .ipynb-renderer-root #notification_area,
-  .ipynb-renderer-root div.notification_area {
-    float: right !important;
-    position: static;
-  }
-  .ipynb-renderer-root .notification_widget,
-  .ipynb-renderer-root div.notification_widget {
-    margin-right: 0px;
-    margin-left: 0px;
-    padding-right: 0px;
-    vertical-align: text-top !important;
-    margin-top: 6px !important;
-    z-index: 1000;
-  }
-  .ipynb-renderer-root #kernel_logo_widget,
-  .ipynb-renderer-root #kernel_logo_widget .current_kernel_logo {
-    display: block;
-  }
-  .ipynb-renderer-root div#ipython_notebook {
-    display: none;
-  }
-  .ipynb-renderer-root i.fa.fa-icon {
-    -webkit-font-smoothing: antialiased;
-    -moz-osx-font-smoothing: grayscale;
-    text-rendering: auto;
-  }
-  .ipynb-renderer-root .fa {
-    display: inline-block;
-    font: normal normal normal 10pt/1 "FontAwesome", sans-serif;
-    text-rendering: auto;
-    -webkit-font-smoothing: antialiased;
-    -moz-osx-font-smoothing: grayscale;
-  }
-  .ipynb-renderer-root .dropdown-menu {
-    font-family: sans-serif;
-    font-size: 13pt;
-    box-shadow: none;
-    padding: 0px;
-    text-align: left;
-    border: none;
-    background-color: #383838;
-    background: #383838;
-    line-height: 1;
-  }
-  .ipynb-renderer-root .dropdown-menu:hover {
-    font-family: sans-serif;
-    font-size: 13pt;
-    padding: 0px;
-    text-align: left;
-    border: none;
-    background-color: #383838;
-    box-shadow: none;
-    line-height: 1;
-  }
-  .ipynb-renderer-root .dropdown-menu > li > a {
-    font-family: sans-serif;
-    font-size: 12pt;
-    display: block;
-    padding: 10px 20px 9px 10px;
-    color: #F8F8F0;
-    background-color: #383838;
-    background: #383838;
-  }
-  .ipynb-renderer-root .dropdown-menu > li > a:hover,
-  .ipynb-renderer-root .dropdown-menu > li > a:focus {
-    color: #F8F8F0;
-    background-color: rgba(93, 92, 82, 0.25);
-    background: rgba(93, 92, 82, 0.25);
-    border-color: rgba(93, 92, 82, 0.25);
-    transition: 200ms ease;
-  }
-  .ipynb-renderer-root .dropdown-menu .divider {
-    height: 1px;
-    margin: 0px 0px;
-    overflow: hidden;
-    background-color: rgba(93, 92, 82, 0.5);
-  }
-  .ipynb-renderer-root .dropdown-submenu > .dropdown-menu {
-    display: none;
-    top: 2px !important;
-    left: 100%;
-    margin-top: -2px;
-    margin-left: 0px;
-    padding-top: 0px;
-    transition: 200ms ease;
-  }
-  .ipynb-renderer-root .dropdown-menu > .disabled > a,
-  .ipynb-renderer-root .dropdown-menu > .disabled > a:hover,
-  .ipynb-renderer-root .dropdown-menu > .disabled > a:focus {
-    font-family: sans-serif;
-    font-size: 12pt;
-    font-weight: normal;
-    color: #75715E;
-    padding: none;
-    display: block;
-    clear: both;
-    white-space: nowrap;
-  }
-  .ipynb-renderer-root .dropdown-submenu > a:after {
-    color: #F8F8F0;
-    margin-right: -16px;
-    margin-top: 0px;
-    display: inline-block;
-  }
-  .ipynb-renderer-root .dropdown-submenu:hover > a:after,
-  .ipynb-renderer-root .dropdown-submenu:active > a:after,
-  .ipynb-renderer-root .dropdown-submenu:focus > a:after,
-  .ipynb-renderer-root .dropdown-submenu:visited > a:after {
-    color: #000;
-    margin-right: -16px;
-    display: inline-block !important;
-  }
-  .ipynb-renderer-root div.kse-dropdown > .dropdown-menu,
-  .ipynb-renderer-root .kse-dropdown > .dropdown-menu {
-    min-width: 0;
-    top: 94%;
-  }
-  .ipynb-renderer-root .btn,
-  .ipynb-renderer-root .btn-default {
-    font-family: sans-serif;
-    color: #F8F8F0;
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border: 2px solid #2f2f2f;
-    font-weight: normal;
-    box-shadow: none;
-    text-shadow: none;
-    border-radius: 3px;
-    font-size: 13pt !important;
-  }
-  .ipynb-renderer-root .btn:hover,
-  .ipynb-renderer-root .btn:active:hover,
-  .ipynb-renderer-root .btn.active:hover,
-  .ipynb-renderer-root .btn-default:hover,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn-default:hover,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn:hover {
-    color: #000;
-    border: 2px solid #2a2a2a;
-    background-color: #2a2a2a;
-    background: #2a2a2a;
-    background-image: none;
-    box-shadow: none !important;
-    border-radius: 3px;
-  }
-  .ipynb-renderer-root .btn:active,
-  .ipynb-renderer-root .btn.active,
-  .ipynb-renderer-root .btn:active:focus,
-  .ipynb-renderer-root .btn.active:focus,
-  .ipynb-renderer-root .btn:active.focus,
-  .ipynb-renderer-root .btn.active.focus,
-  .ipynb-renderer-root .btn-default:focus,
-  .ipynb-renderer-root .btn-default.focus,
-  .ipynb-renderer-root .btn-default:active,
-  .ipynb-renderer-root .btn-default.active,
-  .ipynb-renderer-root .btn-default:active:hover,
-  .ipynb-renderer-root .btn-default.active:hover,
-  .ipynb-renderer-root .btn-default:active:focus,
-  .ipynb-renderer-root .btn-default.active:focus,
-  .ipynb-renderer-root .btn-default:active.focus,
-  .ipynb-renderer-root .btn-default.active.focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn:focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn.focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn-default:hover,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn-default:focus,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn-default.hover,
-  .ipynb-renderer-root .open > .dropdown-toggle.btn-default.focus {
-    color: #000;
-    border: 2px solid #2a2a2a;
-    background-color: #2a2a2a !important;
-    background: #2a2a2a !important;
-    background-image: none;
-    box-shadow: none !important;
-    border-radius: 3px;
-  }
-  .ipynb-renderer-root .btn-default:active:hover,
-  .ipynb-renderer-root .btn-default.active:hover,
-  .ipynb-renderer-root .btn-default:active:focus,
-  .ipynb-renderer-root .btn-default.active:focus,
-  .ipynb-renderer-root .btn-default:active.focus,
-  .ipynb-renderer-root .btn-default.active.focus {
-    color: #000 !important;
-    background-color: #2f2f2f;
-    border-color: #546745 !important;
-    transition: 2000ms ease;
-  }
-  .ipynb-renderer-root .btn:focus,
-  .ipynb-renderer-root .btn.focus,
-  .ipynb-renderer-root .btn:active:focus,
-  .ipynb-renderer-root .btn.active:focus,
-  .ipynb-renderer-root .btn:active,
-  .ipynb-renderer-root .btn.active,
-  .ipynb-renderer-root .btn:active.focus,
-  .ipynb-renderer-root .btn.active.focus {
-    color: #000 !important;
-    outline: none !important;
-    outline-width: 0px !important;
-    background: #546745 !important;
-    background-color: #546745 !important;
-    border-color: #546745 !important;
-    transition: 200ms ease !important;
-  }
-  .ipynb-renderer-root .item_buttons > .btn,
-  .ipynb-renderer-root .item_buttons > .btn-group,
-  .ipynb-renderer-root .item_buttons > .input-group {
-    font-size: 13pt;
-    background: transparent;
-    background-color: transparent;
-    border: 0px solid #2f2f2f;
-    border-bottom: 2px solid transparent;
-    margin-left: 5px;
-    padding-top: 4px !important;
-  }
-  .ipynb-renderer-root .item_buttons > .btn:hover,
-  .ipynb-renderer-root .item_buttons > .btn-group:hover,
-  .ipynb-renderer-root .item_buttons > .input-group:hover,
-  .ipynb-renderer-root .item_buttons > .btn.active,
-  .ipynb-renderer-root .item_buttons > .btn-group.active,
-  .ipynb-renderer-root .item_buttons > .input-group.active,
-  .ipynb-renderer-root .item_buttons > .btn.focus {
-    margin-left: 5px;
-    background: #2a2a2a;
-    padding-top: 4px !important;
-    background-color: transparent;
-    border: 0px solid transparent;
-    border-bottom: 2px solid #000;
-    border-radius: 0px;
-    transition: none;
-  }
-  .ipynb-renderer-root .item_buttons {
-    line-height: 1.5em !important;
-  }
-  .ipynb-renderer-root .item_buttons .btn {
-    min-width: 11ex;
-  }
-  .ipynb-renderer-root .btn-group > .btn:first-child {
-    margin-left: 0px;
-  }
-  .ipynb-renderer-root .btn-group > .btn-mini,
-  .ipynb-renderer-root .btn-sm,
-  .ipynb-renderer-root .btn-group-sm > .btn,
-  .ipynb-renderer-root .btn-xs,
-  .ipynb-renderer-root .btn-group-xs > .btn,
-  .ipynb-renderer-root .alternate_upload .btn-upload,
-  .ipynb-renderer-root .btn-group,
-  .ipynb-renderer-root .btn-group-vertical {
-    font-size: inherit;
-    font-weight: normal;
-    height: inherit;
-    line-height: inherit;
-  }
-  .ipynb-renderer-root .btn-xs,
-  .ipynb-renderer-root .btn-group-xs > .btn {
-    font-size: initial !important;
-    background-image: none;
-    font-weight: normal;
-    text-shadow: none;
-    display: inline-table;
-    padding: 2px 5px;
-    line-height: 1.45;
-  }
-  .ipynb-renderer-root div#new-buttons > button,
-  .ipynb-renderer-root #new-buttons > button,
-  .ipynb-renderer-root div#refresh_notebook_list,
-  .ipynb-renderer-root #refresh_notebook_list {
-    background: transparent;
-    background-color: transparent;
-    border: none;
-  }
-  .ipynb-renderer-root div#new-buttons > button:hover,
-  .ipynb-renderer-root #new-buttons > button:hover,
-  .ipynb-renderer-root div#refresh_notebook_list,
-  .ipynb-renderer-root #refresh_notebook_list,
-  .ipynb-renderer-root div.alternate_upload .btn-upload,
-  .ipynb-renderer-root .alternate_upload .btn-upload,
-  .ipynb-renderer-root div.dynamic-buttons > button,
-  .ipynb-renderer-root .dynamic-buttons > button,
-  .ipynb-renderer-root .dynamic-buttons > button:focus,
-  .ipynb-renderer-root .dynamic-buttons > button:active:focus,
-  .ipynb-renderer-root .dynamic-buttons > button.active:focus,
-  .ipynb-renderer-root .dynamic-buttons > button.focus,
-  .ipynb-renderer-root .dynamic-buttons > button:active.focus,
-  .ipynb-renderer-root .dynamic-buttons > button.active.focus,
-  .ipynb-renderer-root #new-buttons > button:focus,
-  .ipynb-renderer-root #new-buttons > button:active:focus,
-  .ipynb-renderer-root #new-buttons > button.active:focus,
-  .ipynb-renderer-root #new-buttons > button.focus,
-  .ipynb-renderer-root #new-buttons > button:active.focus,
-  .ipynb-renderer-root #new-buttons > button.active.focus,
-  .ipynb-renderer-root .alternate_upload .btn-upload:focus,
-  .ipynb-renderer-root .alternate_upload .btn-upload:active:focus,
-  .ipynb-renderer-root .alternate_upload .btn-upload.active:focus,
-  .ipynb-renderer-root .alternate_upload .btn-upload.focus,
-  .ipynb-renderer-root .alternate_upload .btn-upload:active.focus,
-  .ipynb-renderer-root .alternate_upload .btn-upload.active.focus {
-    background: transparent !important;
-    background-color: transparent !important;
-    border: none !important;
-  }
-  .ipynb-renderer-root .alternate_upload input.fileinput {
-    text-align: center;
-    vertical-align: bottom;
-    margin-left: -0.5ex;
-    display: inline-table;
-    border: solid 0px #2f2f2f;
-    margin-bottom: -1ex;
-  }
-  .ipynb-renderer-root .alternate_upload .btn-upload {
-    display: inline-table;
-    background: transparent;
-    border: none;
-  }
-  .ipynb-renderer-root .btn-group .btn + .btn,
-  .ipynb-renderer-root .btn-group .btn + .btn-group,
-  .ipynb-renderer-root .btn-group .btn-group + .btn,
-  .ipynb-renderer-root .btn-group .btn-group + .btn-group {
-    margin-left: -2px;
-  }
-  .ipynb-renderer-root .btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
-    border-bottom-right-radius: 0;
-    border-top-right-radius: 0;
-    z-index: 2;
-  }
-  .ipynb-renderer-root .dropdown-header {
-    font-family: sans-serif !important;
-    font-size: 13pt !important;
-    color: #000 !important;
-    border-bottom: none !important;
-    padding: 0px !important;
-    margin: 6px 6px 0px !important;
-  }
-  .ipynb-renderer-root span#last-modified.btn.btn-xs.btn-default.sort-action,
-  .ipynb-renderer-root span#sort-name.btn.btn-xs.btn-default.sort-action,
-  .ipynb-renderer-root span#file-size.btn.btn-xs.btn-default.sort-action {
-    font-family: sans-serif;
-    font-size: 16px;
-    background-color: transparent;
-    background: transparent;
-    border: none;
-    color: #F8F8F0;
-    padding-bottom: 0px;
-    margin-bottom: 0px;
-    vertical-align: sub;
-  }
-  .ipynb-renderer-root span#last-modified.btn.btn-xs.btn-default.sort-action {
-    margin-left: 19px;
-  }
-  .ipynb-renderer-root button.close {
-    border: 0px none;
-    font-family: sans-serif;
-    font-size: 20pt;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .dynamic-buttons {
-    padding-top: 0px;
-    display: inline-block;
-    width: 100%;
-  }
-  .ipynb-renderer-root .close {
-    color: #F92672;
-    opacity: 0.5;
-    text-shadow: none;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .close:hover {
-    color: #F92672;
-    opacity: 1;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root div.nbext-enable-btns .btn[disabled],
-  .ipynb-renderer-root div.nbext-enable-btns .btn[disabled]:hover,
-  .ipynb-renderer-root .btn-default.disabled,
-  .ipynb-renderer-root .btn-default[disabled],
-  .ipynb-renderer-root .btn-default.disabled:hover,
-  .ipynb-renderer-root .btn-default[disabled]:hover,
-  .ipynb-renderer-root fieldset[disabled] .btn-default:hover,
-  .ipynb-renderer-root .btn-default.disabled:focus,
-  .ipynb-renderer-root .btn-default[disabled]:focus,
-  .ipynb-renderer-root fieldset[disabled] .btn-default:focus,
-  .ipynb-renderer-root .btn-default.disabled.focus,
-  .ipynb-renderer-root .btn-default[disabled].focus,
-  .ipynb-renderer-root fieldset[disabled] .btn-default.focus {
-    color: #888;
-    background: #2c2c2c;
-    background-color: #2c2c2c;
-    border-color: #2c2c2c;
-    transition: 200ms ease;
-  }
-  .ipynb-renderer-root .input-group-addon {
-    padding: 2px 5px;
-    font-size: 13pt;
-    font-weight: normal;
-    height: auto;
-    color: #F8F8F0;
-    text-align: center;
-    background-color: transparent;
-    border: 2px solid transparent !important;
-    text-transform: capitalize;
-  }
-  .ipynb-renderer-root a.btn.btn-default.input-group-addon:hover {
-    background: transparent !important;
-    background-color: transparent !important;
-  }
-  .ipynb-renderer-root .btn-group > .btn + .dropdown-toggle {
-    padding-left: 8px;
-    padding-right: 8px;
-    height: 100%;
-  }
-  .ipynb-renderer-root .btn-group > .btn + .dropdown-toggle:hover {
-    background: #2a2a2a !important;
-  }
-  .ipynb-renderer-root .input-group-btn {
-    position: relative;
-    font-size: inherit;
-    white-space: nowrap;
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border: none;
-  }
-  .ipynb-renderer-root .input-group-btn:hover {
-    background: #2a2a2a;
-    background-color: #2a2a2a;
-    border: none;
-  }
-  .ipynb-renderer-root .input-group-btn:first-child > .btn,
-  .ipynb-renderer-root .input-group-btn:first-child > .btn-group {
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border: none;
-    margin-left: 2px;
-    margin-right: -1px;
-    font-size: inherit;
-  }
-  .ipynb-renderer-root .input-group-btn:first-child > .btn:hover,
-  .ipynb-renderer-root .input-group-btn:first-child > .btn-group:hover {
-    background: #2a2a2a;
-    background-color: #2a2a2a;
-    border: none;
-    font-size: inherit;
-    transition: 200ms ease;
-  }
-  .ipynb-renderer-root div.modal .btn-group > .btn:first-child {
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border: 1px solid #2c2c2c;
-    margin-top: 0px !important;
-    margin-left: 0px;
-    margin-bottom: 2px;
-  }
-  .ipynb-renderer-root div.modal .btn-group > .btn:first-child:hover {
-    background: #2a2a2a;
-    background-color: #2a2a2a;
-    border: 1px solid #2a2a2a;
-    transition: 200ms ease;
-  }
-  .ipynb-renderer-root div.modal > button,
-  .ipynb-renderer-root div.modal-footer > button {
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border-color: #2f2f2f;
-  }
-  .ipynb-renderer-root div.modal > button:hover,
-  .ipynb-renderer-root div.modal-footer > button:hover {
-    background: #2a2a2a;
-    background-color: #2a2a2a;
-    border-color: #2a2a2a;
-    transition: 200ms ease;
-  }
-  .ipynb-renderer-root .modal-content {
-    font-family: sans-serif;
-    font-size: 12pt;
-    position: relative;
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border: none;
-    border-radius: 1px;
-    background-clip: padding-box;
-    outline: none;
-  }
-  .ipynb-renderer-root .modal-header {
-    font-family: sans-serif;
-    font-size: 13pt;
-    color: #F8F8F0;
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border-color: rgba(93, 92, 82, 0.25);
-    padding: 12px;
-    min-height: 16.4286px;
-  }
-  .ipynb-renderer-root .modal-content h4 {
-    font-family: sans-serif;
-    font-size: 16pt;
-    color: #F8F8F0;
-    padding: 5px;
-  }
-  .ipynb-renderer-root .modal-body {
-    background-color: #232323;
-    position: relative;
-    padding: 15px;
-  }
-  .ipynb-renderer-root .modal-footer {
-    padding: 8px;
-    text-align: right;
-    background-color: #232323;
-    border-top: none;
-  }
-  .ipynb-renderer-root .alert-info {
-    background-color: #2f2f2f;
-    border-color: rgba(93, 92, 82, 0.25);
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root .modal-header .close {
-    margin-top: -5px;
-    font-size: 25pt;
-  }
-  .ipynb-renderer-root .modal-backdrop,
-  .ipynb-renderer-root .modal-backdrop.in {
-    opacity: 0.85;
-    background-color: notebook-bg;
-  }
-  .ipynb-renderer-root div.panel,
-  .ipynb-renderer-root div.panel-default,
-  .ipynb-renderer-root .panel,
-  .ipynb-renderer-root .panel-default {
-    font-family: sans-serif;
-    font-size: 13pt;
-    background-color: #232323;
-    color: #F8F8F0;
-    margin-bottom: 14px;
-    border: 0;
-    box-shadow: none;
-  }
-  .ipynb-renderer-root div.panel > .panel-heading,
-  .ipynb-renderer-root div.panel-default > .panel-heading {
-    font-size: 14pt;
-    color: #F8F8F0;
-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border: 0;
-  }
-  .ipynb-renderer-root .modal .modal-dialog {
-    min-width: 950px;
-    margin: 50px auto;
-  }
-  .ipynb-renderer-root div.container-fluid {
-    margin-right: auto;
-    margin-left: auto;
-    padding-left: 0px;
-    padding-right: 5px;
-  }
-  .ipynb-renderer-root div.form-control,
-  .ipynb-renderer-root .form-control {
-    font-family: sans-serif;
-    font-size: initial;
-    color: #F8F8F0;
-    background-color: #fff;
-    border: 1px solid #fff !important;
-    margin-left: 2px;
-    box-shadow: none;
-    transition: border-color 0.15s ease-in-out 0s, box-shadow 0.15s ease-in-out 0s;
-  }
-  .ipynb-renderer-root .form-control-static {
-    min-height: inherit;
-    height: inherit;
-  }
-  .ipynb-renderer-root .form-group.list-group-item {
-    color: #F8F8F0;
-    background-color: #232323;
-    border-color: rgba(93, 92, 82, 0.25);
-    margin-bottom: 0px;
-  }
-  .ipynb-renderer-root .form-group .input-group {
-    float: left;
-  }
-  .ipynb-renderer-root input,
-  .ipynb-renderer-root button,
-  .ipynb-renderer-root select,
-  .ipynb-renderer-root textarea {
-    background-color: #fff;
-    font-weight: normal;
-    border: 1px solid rgba(93, 92, 82, 0.25);
-  }
-  .ipynb-renderer-root select.form-control.select-xs {
-    height: 30px;
-    font-size: 13pt;
-  }
-  .ipynb-renderer-root .toolbar select,
-  .ipynb-renderer-root .toolbar label {
-    width: auto;
-    vertical-align: top;
-    margin-right: 0px;
-    margin-bottom: 0px;
-    display: inline;
-    font-size: 92%;
-    margin-left: 10px;
-    padding: 0px;
-    background: #2f2f2f !important;
-    background-color: #2f2f2f !important;
-    border: 2px solid #2f2f2f !important;
-  }
-  .ipynb-renderer-root .toolbar .btn {
-    padding: 3px 8px;
-  }
-  .ipynb-renderer-root .form-control:focus {
-    border-color: #000;
-    outline: 2px solid #49483e;
-    box-shadow: none;
-  }
-  .ipynb-renderer-root ::-webkit-input-placeholder {
-    color: #75715E;
-  }
-  .ipynb-renderer-root ::-moz-placeholder {
-    color: #75715E;
-  }
-  .ipynb-renderer-root :-ms-input-placeholder {
-    color: #75715E;
-  }
-  .ipynb-renderer-root :-moz-placeholder {
-    color: #75715E;
-  }
-  .ipynb-renderer-root [dir="ltr"] #find-and-replace .input-group-btn + .form-control {
-    border: 2px solid rgba(93, 92, 82, 0.25) !important;
-  }
-  .ipynb-renderer-root [dir="ltr"] #find-and-replace .input-group-btn + .form-control:focus {
-    border-color: #000;
-    outline: 2px solid #49483e;
-    -webkit-box-shadow: none;
-    box-shadow: none;
-  }
-  .ipynb-renderer-root div.output.output_scroll {
-    box-shadow: none;
-  }
-  .ipynb-renderer-root ::-webkit-scrollbar {
-    width: 11px;
-    max-height: 9px;
-    background-color: #2d2d2d;
-    border-radius: 3px;
-    border: none;
-  }
-  .ipynb-renderer-root ::-webkit-scrollbar-track {
-    background: #2d2d2d;
-    border: none;
-    width: 11px;
-    max-height: 9px;
-  }
-  .ipynb-renderer-root ::-webkit-scrollbar-thumb {
-    border-radius: 2px;
-    border: none;
-    background: #49483E;
-    background-clip: content-box;
-    width: 11px;
-  }
-  .ipynb-renderer-root HTML,
-  .ipynb-renderer-root body,
-  .ipynb-renderer-root div,
-  .ipynb-renderer-root dl,
-  .ipynb-renderer-root dt,
-  .ipynb-renderer-root dd,
-  .ipynb-renderer-root ul,
-  .ipynb-renderer-root ol,
-  .ipynb-renderer-root li,
-  .ipynb-renderer-root h1,
-  .ipynb-renderer-root h2,
-  .ipynb-renderer-root h3,
-  .ipynb-renderer-root h4,
-  .ipynb-renderer-root h5,
-  .ipynb-renderer-root h6,
-  .ipynb-renderer-root pre,
-  .ipynb-renderer-root code,
-  .ipynb-renderer-root form,
-  .ipynb-renderer-root fieldset,
-  .ipynb-renderer-root legend,
-  .ipynb-renderer-root input,
-  .ipynb-renderer-root button,
-  .ipynb-renderer-root textarea,
-  .ipynb-renderer-root p,
-  .ipynb-renderer-root blockquote,
-  .ipynb-renderer-root th,
-  .ipynb-renderer-root td,
-  .ipynb-renderer-root span,
-  .ipynb-renderer-root a {
-    text-rendering: optimizeLegibility;
-    -webkit-font-smoothing: antialiased;
-    font-weight: 400;
-  }
-  .ipynb-renderer-root .rendered_html tr,
-  .ipynb-renderer-root .rendered_html th,
-  .ipynb-renderer-root .rendered_html td {
-    text-align: left;
-    vertical-align: middle;
-    padding: 0.42em 0.47em;
-    line-height: normal;
-    white-space: normal;
-    max-width: none;
-    border: none;
-  }
-  .ipynb-renderer-root .rendered_html td {
-    font-family: sans-serif !important;
-    font-size: 9.3pt;
-  }
-  .ipynb-renderer-root .rendered_html table {
-    font-family: sans-serif !important;
-    margin-left: 8px;
-    margin-right: auto;
-    border: none;
-    border-collapse: collapse;
-    border-spacing: 0;
-    color: #CCCCCC;
-    table-layout: fixed;
-  }
-  .ipynb-renderer-root .rendered_html thead {
-    font-family: sans-serif !important;
-    font-size: 9.4pt !important;
-    background: #1e1e1e;
-    color: #CCCCCC;
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-    background: #fff;
-  }
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-    background: #202020;
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-    color: #CCCCCC;
-  }
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-    font-family: sans-serif;
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-  }
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-    margin-left: 10px;
-  }
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-  }
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-    flex-grow: 1;
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-  }
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-    overflow: hidden;
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-  }
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-  }
-  .ipynb-renderer-root div.nbext-selector > nav > .nav > li > a {
-    font-family: sans-serif;
-    font-size: 10.5pt;
-    padding: 2px 5px;
-  }
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-  }
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-  }
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-  }
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-    padding: 1em 1em;
-    color: #F8F8F0;
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-  }
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-    margin-top: 0.5em;
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-    border: none;
-    border-top-color: rgba(148, 204, 114, 0.2);
-  }
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-    font-size: 10.5pt;
-  }
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-    color: #F8F8F0 !important;
-    background-color: rgba(93, 92, 82, 0.25) !important;
-    background: rgba(93, 92, 82, 0.25) !important;
-    border-color: rgba(93, 92, 82, 0.25) !important;
-  }
-  .ipynb-renderer-root .nbext-filter-input-wrap > .nbext-filter-input-subwrap,
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-    border: none;
-    outline: none;
-    background-color: transparent;
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-    vertical-align: middle;
-    margin-top: -2px;
-  }
-  .ipynb-renderer-root span.rendered_html code {
-    background-color: transparent;
-    color: #F8F8F0;
-  }
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-    padding-left: 0px;
-    padding-right: 0px;
-  }
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-    overflow-y: auto;
-    outline: none;
-    border: none;
-  }
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-    border: none ;
-  }
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-    background-color: #232323;
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-  }
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-  }
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-    border: none !important;
-  }
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-    border: none !important;
-  }
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-    background-color: #fff;
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-    padding: 0.15em;
-  }
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-    color: #75715E;
-  }
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-    background-color: #1E1E1E;
-  }
-  .ipynb-renderer-root span.bg-success.text-success {
-    background-color: transparent;
-    color: #000;
-  }
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-    color: #F92672;
-  }
-  .ipynb-renderer-root .has-success .input-group-addon {
-    color: #000;
-    border-color: transparent;
-    background: inherit;
-    background-color: rgba(83, 180, 115, 0.1);
-  }
-  .ipynb-renderer-root .has-success .form-control {
-    border-color: #000;
-    -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.025);
-    box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.025);
-  }
-  .ipynb-renderer-root .has-error .input-group-addon {
-    color: #F92672;
-    border-color: transparent;
-    background: inherit;
-    background-color: rgba(192, 57, 67, 0.1);
-  }
-  .ipynb-renderer-root .has-error .form-control {
-    border-color: #F92672;
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-  }
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-    color: #F8F8F0;
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-    background: transparent;
-  }
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-    font-family: monospace, monospace;
-    color: #F8F8F0;
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-  }
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-  }
-  .ipynb-renderer-root label#Keyword-Filter {
-    display: none;
-  }
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-  }
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-    background: #2a2a2a;
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-    border: 2px solid #2a2a2a;
-  }
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-    background: #2f2f2f;
-    background-color: #2f2f2f;
-    border-color: #2f2f2f;
-  }
-  .ipynb-renderer-root #notebook-container > div.cell.code_cell.rendered.selected > div.widget-area > div.widget-subarea > div > div.widget_item.btn-group > button.btn.btn-default.dropdown-toggle.widget-combo-carrot-btn:hover {
-    background: #2a2a2a;
-    background-color: #2a2a2a;
-    border-color: #2a2a2a;
-  }
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-    background: #2f2f2f;
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-  }
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-    color: rgba(93, 92, 82, 0.5) !important;
-  }
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-    color: #000 !important;
-  }
-  .ipynb-renderer-root .collapsible_headings_toggle .h1,
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-  .ipynb-renderer-root .collapsible_headings_toggle .h3,
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-  .ipynb-renderer-root .collapsible_headings_toggle .h5,
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-    margin: 0.3em 0.4em 0em 0em !important;
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-  }
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-    font-size: xx-large;
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-    transform: none !important;
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-  .ipynb-renderer-root .collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h2:after,
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-    bottom: 20% !important;
-    content: "[\002026]";
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-    padding: 0.5em 0em 0em 0em !important;
-  }
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-  .ipynb-renderer-root .collapsible_headings_ellipsis .rendered_html h2,
-  .ipynb-renderer-root .collapsible_headings_ellipsis .rendered_html h3,
-  .ipynb-renderer-root .collapsible_headings_ellipsis .rendered_html h4,
-  .ipynb-renderer-root .collapsible_headings_ellipsis .rendered_html h5,
-  .ipynb-renderer-root .collapsible_headings_ellipsis .rendered_html h6,
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-    transition: transform 1000ms !important;
-    -webkit-transform: inherit !important;
-    -moz-transform: inherit !important;
-    -ms-transform: inherit !important;
-    -o-transform: inherit !important;
-    transform: inherit !important;
-    padding-right: 0px !important;
-  }
-  .ipynb-renderer-root #toc-wrapper {
-    z-index: 90;
-    position: fixed !important;
-    display: flex;
-    flex-direction: column;
-    overflow: hidden;
-    padding: 10px;
-    border-style: solid;
-    border-width: thin;
-    border-right-width: medium !important;
-    background-color: #1E1E1E !important;
-  }
-  .ipynb-renderer-root #toc-wrapper.ui-draggable.ui-resizable.sidebar-wrapper {
-    border-color: rgba(93, 92, 82, 0.25) !important;
-  }
-  .ipynb-renderer-root #toc a,
-  .ipynb-renderer-root #navigate_menu a,
-  .ipynb-renderer-root .toc {
-    color: #F8F8F0 !important;
-    font-size: 11 !important;
-  }
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-    background-color: rgba(93, 92, 82, 0.25) !important;
-  }
-  .ipynb-renderer-root #toc a:hover,
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-  .ipynb-renderer-root .toc {
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-    font-size: 11 !important;
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-    color: #000 !important;
-    font-size: 11 !important;
-  }
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-    font-size: 11 !important;
-    color: #F8F8F0;
-    background-color: #fff;
-    border-color: #252525;
-    background: #252525;
-    width: auto;
-    vertical-align: baseline;
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-    margin: 0em 0.25em;
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-  }
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-    margin-left: 20%;
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-    padding: 0px;
-    margin: 0px;
-  }
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-    background-color: #293547;
-  }
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-    font-family: sans-serif;
-    color: #F8F8F0;
-    border: none;
-    font-size: 28pt;
-    display: inline-block;
-    line-height: inherit;
-    padding: 3px 10px;
-    height: 70px;
-  }
-  .ipynb-renderer-root .typeahead-select {
-    background-color: #293547;
-  }
-  .ipynb-renderer-root body > div.modal.cmd-palette.typeahead-field {
-    display: table;
-    border-collapse: separate;
-    background-color: #2b3850;
-  }
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-    font-family: sans-serif;
-    font-size: 28pt;
-    background-color: #2f2f2f;
-    border: none;
-    display: inline-block;
-    line-height: inherit;
-    padding: 3px 10px;
-    height: 70px;
-  }
-  .ipynb-renderer-root .typeahead-search-icon {
-    min-width: 40px;
-    min-height: 55px;
-    display: block;
-    text-align: center;
-  }
-  .ipynb-renderer-root .typeahead-container button:focus,
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-    color: #F8F8F0;
-    background-color: #2a2a2a;
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-  .ipynb-renderer-root .typeahead-list > li.typeahead-group.active > a,
-  .ipynb-renderer-root .typeahead-list > li.typeahead-group > a,
-  .ipynb-renderer-root .typeahead-list > li.typeahead-group > a:focus,
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-    display: none;
-  }
-  .ipynb-renderer-root .typeahead-dropdown > li > a,
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-    text-decoration: none;
-  }
-  .ipynb-renderer-root .typeahead-dropdown,
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-    font-family: sans-serif;
-    font-size: 13pt;
-    color: #F8F8F0;
-    background-color: #202937;
-    border: none;
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-  }
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-    content: "(command)";
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-    color: #75715E;
-  }
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-  }
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-  }
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-  }
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-  }
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-  .ipynb-renderer-root div.text_cell_render {
-    font-family: sans-serif;
-    font-size: 13pt;
-    line-height: 130% !important;
-    color: #F8F8F0;
-    background: #fff;
-    background-color: #fff;
-    border-radius: 0px;
-  }
-  .ipynb-renderer-root div .text_cell_render {
-    padding: 0.4em 0.4em 0.4em 0.4em;
-  }
-  .ipynb-renderer-root div.cell.text_cell .CodeMirror-lines {
-    padding-top: 0.7em !important;
-    padding-bottom: 0.4em !important;
-    padding-left: 0.5em !important;
-    padding-right: 0.5em !important;
-    margin-top: 0.4em;
-    margin-bottom: 0.3em;
-  }
-  .ipynb-renderer-root div.cell.text_cell.unrendered div.input_area,
-  .ipynb-renderer-root div.cell.text_cell.rendered div.input_area {
-    background-color: #fff;
-    background: #fff;
-    border: 0px;
-    border-radius: 2px;
-  }
-  .ipynb-renderer-root div.cell.text_cell .CodeMirror,
-  .ipynb-renderer-root div.cell.text_cell .CodeMirror pre {
-    line-height: 170% !important;
-  }
-  .ipynb-renderer-root div.cell.text_cell.rendered.selected {
-    font-family: sans-serif;
-    line-height: 170% !important;
-    background: #fff;
-    background-color: #fff;
-    border-radius: 0px;
-  }
-  .ipynb-renderer-root div.cell.text_cell.unrendered.selected {
-    font-family: sans-serif;
-    line-height: 170% !important;
-    background: #fff;
-    background-color: #fff;
-    border-radius: 0px;
-  }
-  .ipynb-renderer-root div.cell.text_cell.selected {
-    font-family: sans-serif;
-    line-height: 170% !important;
-    background: #fff;
-    background-color: #fff;
-    border-radius: 0px;
-  }
-  .ipynb-renderer-root .edit_mode div.cell.text_cell.selected {
-    font-family: sans-serif;
-    line-height: 170% !important;
-    background: #fff;
-    background-color: #fff;
-    border-radius: 0px;
-  }
-  .ipynb-renderer-root div.text_cell.unrendered,
-  .ipynb-renderer-root div.text_cell.unrendered.selected,
-  .ipynb-renderer-root div.edit_mode div.text_cell.unrendered {
-    font-family: sans-serif;
-    line-height: 170% !important;
-    background: #fff;
-    background-color: #fff;
-    border-radius: 0px;
-  }
-  .ipynb-renderer-root div.cell.text_cell .prompt {
-    border-right: 0;
-    min-width: 11.5ex !important;
-    width: 11.5ex !important;
-  }
-  .ipynb-renderer-root div.cell.text_cell.rendered .prompt {
-    font-family: monospace, monospace;
-    font-size: 9.5pt !important;
-    font-weight: normal;
-    color: #75715E !important;
-    text-align: right !important;
-    min-width: 12ex !important;
-    width: 12ex !important;
-    background-color: #fff;
-    border-right: 2px solid #49483e;
-    border-left: 4px solid #fff;
-  }
-  .ipynb-renderer-root div.cell.text_cell.unrendered .prompt {
-    font-family: monospace, monospace;
-    font-size: 9.5pt !important;
-    font-weight: normal;
-    color: #75715E !important;
-    text-align: right !important;
-    min-width: 12ex !important;
-    width: 12ex !important;
-    border-right: 2px solid #49483e;
-    border-left: 4px solid #fff;
-    background-color: #fff;
-  }
-  .ipynb-renderer-root div.cell.text_cell.rendered .prompt {
-    border-right: 2px solid #49483e;
-  }
-  .ipynb-renderer-root div.cell.text_cell.rendered.selected .prompt {
-    top: 0;
-    border-left: 4px solid #57564b;
-    border-right: 2px solid #49483e;
-  }
-  .ipynb-renderer-root div.text_cell.unrendered.selected .prompt,
-  .ipynb-renderer-root div.text_cell.rendered.selected .prompt {
-    top: 0;
-    background: #fff;
-    border-left: 4px solid #33322b;
-    border-right: 2px solid #49483e;
-  }
-  .ipynb-renderer-root div.rendered_html code {
-    font-family: monospace, monospace;
-    font-size: 11;
-    padding-top: 3px;
-    padding-left: 2px;
-    color: #F8F8F0;
-    background: #fff;
-    background-color: #fff;
-  }
-  .ipynb-renderer-root pre,
-  .ipynb-renderer-root code,
-  .ipynb-renderer-root kbd,
-  .ipynb-renderer-root samp {
-    white-space: pre-wrap;
-  }
-  .ipynb-renderer-root .well code,
-  .ipynb-renderer-root code {
-    font-family: monospace, monospace;
-    font-size: 11 !important;
-    line-height: 170% !important;
-    color: #F8F8F0;
-    background: #fff;
-    background-color: #fff;
-    border-color: #fff;
-  }
-  .ipynb-renderer-root kbd {
-    padding: 1px;
-    font-size: 11;
-    font-weight: 800;
-    color: #F8F8F0;
-    background-color: transparent !important;
-    border: 0;
-    box-shadow: none;
-  }
-  .ipynb-renderer-root pre {
-    display: block;
-    padding: 8.5px;
-    margin: 0 0 9px;
-    font-size: 12pt;
-    line-height: 1.42857143;
-    color: #F8F8F0;
-    background-color: #fff;
-    border: 1px solid #fff;
-    border-radius: 2px;
-  }
-  .ipynb-renderer-root div.rendered_html {
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root .rendered_html * + ul {
-    margin-top: 0.4em;
-    margin-bottom: 0.3em;
-  }
-  .ipynb-renderer-root .rendered_html * + p {
-    margin-top: 0.5em;
-    margin-bottom: 0.5em;
-  }
-  .ipynb-renderer-root div.rendered_html pre {
-    font-family: monospace, monospace;
-    font-size: 11 !important;
-    line-height: 170% !important;
-    color: #F8F8F0 !important;
-    background: #fff;
-    background-color: #fff;
-    border-left: 3px solid #fff;
-    max-width: 80%;
-    border-radius: 0px;
-    padding-left: 5px;
-    margin-left: 6px;
-  }
-  .ipynb-renderer-root div.text_cell_render pre,
-  .ipynb-renderer-root div.text_cell_render code {
-    font-family: monospace, monospace;
-    font-size: 11 !important;
-    line-height: 170% !important;
-    color: #F8F8F0;
-    background: #1E1E1E;
-    background-color: #1E1E1E;
-    max-width: 80%;
-    border-radius: 0px;
-    border-left: none;
-  }
-  .ipynb-renderer-root div.text_cell_render pre {
-    border-left: 3px solid #49483e !important;
-    max-width: 80%;
-    border-radius: 0px;
-    padding-left: 5px;
-    margin-left: 6px;
-  }
-  .ipynb-renderer-root div.text_cell_render h1,
-  .ipynb-renderer-root div.rendered_html h1,
-  .ipynb-renderer-root div.text_cell_render h2,
-  .ipynb-renderer-root div.rendered_html h2,
-  .ipynb-renderer-root div.text_cell_render h3,
-  .ipynb-renderer-root div.rendered_html h3,
-  .ipynb-renderer-root div.text_cell_render h4,
-  .ipynb-renderer-root div.rendered_html h4,
-  .ipynb-renderer-root div.text_cell_render h5,
-  .ipynb-renderer-root div.rendered_html h5 {
-    font-family: sans-serif;
-    margin: 0.4em 0.2em 0.3em 0.2em !important;
-  }
-  .ipynb-renderer-root .rendered_html h1:first-child,
-  .ipynb-renderer-root .rendered_html h2:first-child,
-  .ipynb-renderer-root .rendered_html h3:first-child,
-  .ipynb-renderer-root .rendered_html h4:first-child,
-  .ipynb-renderer-root .rendered_html h5:first-child,
-  .ipynb-renderer-root .rendered_html h6:first-child {
-    margin-top: 0.2em !important;
-    margin-bottom: 0.2em !important;
-  }
-  .ipynb-renderer-root .rendered_html h1,
-  .ipynb-renderer-root .text_cell_render h1 {
-    color: #000 !important;
-    font-size: 200%;
-    text-align: left;
-    font-style: normal;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .rendered_html h2,
-  .ipynb-renderer-root .text_cell_render h2 {
-    color: #000 !important;
-    font-size: 170%;
-    font-style: normal;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .rendered_html h3,
-  .ipynb-renderer-root .text_cell_render h3 {
-    color: #000 !important;
-    font-size: 140%;
-    font-style: normal;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .rendered_html h4,
-  .ipynb-renderer-root .text_cell_render h4 {
-    color: #000 !important;
-    font-size: 110%;
-    font-style: normal;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .rendered_html h5,
-  .ipynb-renderer-root .text_cell_render h5 {
-    color: #000 !important;
-    font-size: 100%;
-    font-style: normal;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root hr {
-    margin-top: 8px;
-    margin-bottom: 10px;
-    border: 0;
-    border-top: 1px solid #000;
-  }
-  .ipynb-renderer-root .rendered_html hr {
-    color: #000;
-    background-color: #000;
-    margin-right: 2em;
-  }
-  .ipynb-renderer-root #complete > select > option:hover {
-    background: rgba(93, 92, 82, 0.25);
-    background-color: rgba(93, 92, 82, 0.25);
-  }
-  .ipynb-renderer-root div#_vivaldi-spatnav-focus-indicator._vivaldi-spatnav-focus-indicator {
-    position: absolute;
-    z-index: 9999999999;
-    top: 0px;
-    left: 0px;
-    box-shadow: none;
-    pointer-events: none;
-    border-radius: 2px;
-  }
-  .ipynb-renderer-root div.CodeMirror,
-  .ipynb-renderer-root div.CodeMirror pre {
-    font-family: monospace, monospace;
-    font-size: 11;
-    line-height: 170%;
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root div.CodeMirror-lines {
-    padding-bottom: 0.9em;
-    padding-left: 0.5em;
-    padding-right: 1.5em;
-    padding-top: 0.7em;
-  }
-  .ipynb-renderer-root span.ansiblack,
-  .ipynb-renderer-root .ansi-black-fg {
-    color: #fff;
-  }
-  .ipynb-renderer-root span.ansiblue,
-  .ipynb-renderer-root .ansi-blue-fg,
-  .ipynb-renderer-root .ansi-blue-intense-fg {
-    color: #66D9EF;
-  }
-  .ipynb-renderer-root span.ansigray,
-  .ipynb-renderer-root .ansi-gray-fg,
-  .ipynb-renderer-root .ansi-gray-intense-fg {
-    color: #888;
-  }
-  .ipynb-renderer-root span.ansigreen,
-  .ipynb-renderer-root .ansi-green-fg {
-    color: #000;
-  }
-  .ipynb-renderer-root .ansi-green-intense-fg {
-    color: #888;
-  }
-  .ipynb-renderer-root span.ansipurple,
-  .ipynb-renderer-root .ansi-purple-fg,
-  .ipynb-renderer-root .ansi-purple-intense-fg {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root span.ansicyan,
-  .ipynb-renderer-root .ansi-cyan-fg,
-  .ipynb-renderer-root .ansi-cyan-intense-fg {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root span.ansiyellow,
-  .ipynb-renderer-root .ansi-yellow-fg,
-  .ipynb-renderer-root .ansi-yellow-intense-fg {
-    color: #E6DB74;
-  }
-  .ipynb-renderer-root span.ansired,
-  .ipynb-renderer-root .ansi-red-fg,
-  .ipynb-renderer-root .ansi-red-intense-fg {
-    color: #F92672;
-  }
-  .ipynb-renderer-root div.output-stderr {
-    background-color: #F92672;
-  }
-  .ipynb-renderer-root div.output-stderr pre {
-    color: #F8F8F2;
-  }
-  .ipynb-renderer-root div.js-error {
-    color: #F92672;
-  }
-  .ipynb-renderer-root .ipython_tooltip {
-    font-family: monospace, monospace;
-    font-size: 11;
-    line-height: 170%;
-    border: 2px solid #141414;
-    background: #fff;
-    background-color: #fff;
-    border-radius: 2px;
-    overflow-x: visible;
-    overflow-y: visible;
-    box-shadow: none;
-    position: absolute;
-    z-index: 1000;
-  }
-  .ipynb-renderer-root .ipython_tooltip .tooltiptext pre {
-    font-family: monospace, monospace;
-    font-size: 11;
-    line-height: 170%;
-    background: #fff;
-    background-color: #fff;
-    color: #F8F8F0;
-    overflow-x: visible;
-    overflow-y: visible;
-    max-width: 900px;
-  }
-  .ipynb-renderer-root div#tooltip.ipython_tooltip {
-    overflow-x: wrap;
-    overflow-y: visible;
-    max-width: 800px;
-  }
-  .ipynb-renderer-root div.tooltiptext.bigtooltip {
-    overflow-x: visible;
-    overflow-y: scroll;
-    height: 400px;
-    max-width: 800px;
-  }
-  .ipynb-renderer-root .cm-s-ipython.CodeMirror {
-    font-family: monospace, monospace;
-    font-size: 11;
-    background: #fff;
-    color: #F8F8F0;
-    border-radius: 2px;
-    font-style: normal;
-    font-weight: normal;
-    padding-right: 1.2em;
-  }
-  .ipynb-renderer-root .cm-s-ipython div.CodeMirror-selected {
-    background: #49483E;
-  }
-  .ipynb-renderer-root .CodeMirror-gutters {
-    border: none;
-    border-right: 1px solid #49483E !important;
-    background-color: #49483E !important;
-    background: #49483E !important;
-    border-radius: 0px;
-    white-space: nowrap;
-  }
-  .ipynb-renderer-root .cm-s-ipython .CodeMirror-gutters {
-    background: #49483E;
-    border: none;
-    border-radius: 0px;
-    width: 36px;
-  }
-  .ipynb-renderer-root .cm-s-ipython .CodeMirror-linenumber {
-    color: #75715E;
-  }
-  .ipynb-renderer-root .CodeMirror-sizer {
-    margin-left: 40px;
-  }
-  .ipynb-renderer-root .CodeMirror-linenumber,
-  .ipynb-renderer-root div.CodeMirror-linenumber,
-  .ipynb-renderer-root .CodeMirror-gutter.CodeMirror-linenumber div.CodeMirror-gutter.CodeMirror-linenumber {
-    padding-right: 1px;
-    margin-left: 0px;
-    margin: 0px;
-    width: 26px !important;
-    padding: 0px;
-    text-align: right;
-  }
-  .ipynb-renderer-root .CodeMirror-linenumber {
-    color: #75715E;
-  }
-  .ipynb-renderer-root .cm-s-ipython .CodeMirror-cursor {
-    border-left: 2px solid default !important;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-comment {
-    color: #75715E;
-    font-style: italic;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-atom {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-number {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-property {
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-attribute {
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-keyword {
-    color: #F92672;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-string {
-    color: #E6DB74;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-meta {
-    color: #FD971F;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-operator {
-    color: #000;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-builtin {
-    color: #000;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-variable {
-    color: #F8F8F0;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-variable-2 {
-    color: #000;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-variable-3 {
-    color: #FD971F;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-def {
-    color: #000;
-    font-weight: normal;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-error {
-    background: rgba(249, 38, 114, 0.4);
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-tag {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-link {
-    color: #000;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-storage {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-entity {
-    color: #000;
-  }
-  .ipynb-renderer-root .cm-s-ipython span.cm-quote {
-    color: #E6DB74;
-  }
-  .ipynb-renderer-root div.CodeMirror span.CodeMirror-matchingbracket {
-    color: #ffffff;
-    font-weight: bold;
-    background-color: #49483E;
-  }
-  .ipynb-renderer-root div.CodeMirror span.CodeMirror-nonmatchingbracket {
-    color: #ffffff;
-    font-weight: bold;
-    background: rgba(249, 38, 114, 0.4) !important;
-  }
-  .ipynb-renderer-root .cm-header-1 {
-    font-size: 215%;
-  }
-  .ipynb-renderer-root .cm-header-2 {
-    font-size: 180%;
-  }
-  .ipynb-renderer-root .cm-header-3 {
-    font-size: 150%;
-  }
-  .ipynb-renderer-root .cm-header-4 {
-    font-size: 120%;
-  }
-  .ipynb-renderer-root .cm-header-5 {
-    font-size: 100%;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-hr {
-    color: #000;
-  }
-  .ipynb-renderer-root div.cell.text_cell .cm-s-default .cm-header {
-    font-family: sans-serif;
-    font-weight: normal;
-    color: #000 !important;
-    margin-top: 0.3em !important;
-    margin-bottom: 0.3em !important;
-  }
-  .ipynb-renderer-root div.cell.text_cell .cm-s-default span.cm-variable-2 {
-    color: #F8F8F0 !important;
-  }
-  .ipynb-renderer-root div.cell.text_cell .cm-s-default span.cm-variable-3 {
-    color: #FD971F !important;
-  }
-  .ipynb-renderer-root .cm-s-default span.cm-comment {
-    color: #75715E !important;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-tag {
-    color: #529B2F;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-builtin {
-    color: #000;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-string {
-    color: #E6DB74;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-keyword {
-    color: #F92672;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-number {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-error {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-link {
-    color: #000;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-atom {
-    color: #AE81FF;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-def {
-    color: #000;
-  }
-  .ipynb-renderer-root .CodeMirror-cursor {
-    border-left: 2px solid default !important;
-    border-right: none;
-    width: 0;
-  }
-  .ipynb-renderer-root .cm-s-default div.CodeMirror-selected {
-    background: #49483E;
-  }
-  .ipynb-renderer-root .cm-s-default .cm-selected {
-    background: #49483E;
-  }
-  .ipynb-renderer-root .MathJax_Display,
-  .ipynb-renderer-root .MathJax {
-    border: 0 !important;
-    font-size: 100% !important;
-    text-align: center !important;
-    margin: 0em !important;
-    line-height: 2.25 !important;
-  }
-  .ipynb-renderer-root .MathJax:focus,
-  .ipynb-renderer-root body :focus .MathJax {
-    display: inline-block !important;
-  }
-  .ipynb-renderer-root .MathJax:focus,
-  .ipynb-renderer-root body :focus .MathJax {
-    display: inline-block !important;
-  }
-  .ipynb-renderer-root .cell {
-    margin: 5px 0;
-  }
-  .ipynb-renderer-root .input {
-    display: flex;
-    flex-direction: row;
-  }
-  .ipynb-renderer-root div.output_area {
-    display: flex;
-  }
-  .ipynb-renderer-root div.output_latex {
-    color: #888888;
-  }
-  
diff --git a/webui/vite.config.js b/webui/vite.config.mts
similarity index 93%
rename from webui/vite.config.js
rename to webui/vite.config.mts
index 43e53776e57..f720b3ad15b 100644
--- a/webui/vite.config.js
+++ b/webui/vite.config.mts
@@ -1,6 +1,7 @@
 import react from '@vitejs/plugin-react-swc';
 import eslintPlugin from 'vite-plugin-eslint';
 import replace from '@rollup/plugin-replace';
+import { splitVendorChunkPlugin } from 'vite';
 
 // https://vitejs.dev/config/
 export default ({ command }) => {
@@ -19,7 +20,8 @@ export default ({ command }) => {
       react(),
       eslintPlugin({
         include: ['src/**/*.jsx', 'src/**/*.js', 'src/**/*.ts', 'src/**/*.tsx']
-      })
+      }),
+      splitVendorChunkPlugin(),
     ],
     publicDir: './pub',
   };