diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,10 +1,9 @@
 # ML Mixins
 
-[![PyPI - Version](https://img.shields.io/pypi/v/MEDS-transforms)](https://pypi.org/project/ml-mixins/)
+[![PyPI - Version](https://img.shields.io/pypi/v/ml-mixins)](https://pypi.org/project/ml-mixins/)
 [![codecov](https://codecov.io/gh/mmcdermott/ML_mixins/graph/badge.svg?token=T2QNDROZ61)](https://codecov.io/gh/mmcdermott/ML_mixins)
 [![tests](https://github.com/mmcdermott/ML_mixins/actions/workflows/tests.yaml/badge.svg)](https://github.com/mmcdermott/ML_mixins/actions/workflows/tests.yml)
 [![code-quality](https://github.com/mmcdermott/ML_mixins/actions/workflows/code-quality-main.yaml/badge.svg)](https://github.com/mmcdermott/ML_mixins/actions/workflows/code-quality-main.yaml)
-[![hydra](https://img.shields.io/badge/Config-Hydra_1.3-89b8cd)](https://hydra.cc/)
 [![license](https://img.shields.io/badge/License-MIT-green.svg?labelColor=gray)](https://github.com/mmcdermott/ML_mixins#license)
 [![PRs](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/mmcdermott/ML_mixins/pulls)
 [![contributors](https://img.shields.io/github/contributors/mmcdermott/ML_mixins.svg)](https://github.com/mmcdermott/ML_mixins/graphs/contributors)