From 648ead3ecdfe68b2d28722008c91fb5acd40674b Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Thu, 29 Feb 2024 08:52:50 +0100 Subject: [PATCH] update week8 --- doc/pub/week8/ipynb/ipynb-week8-src.tar.gz | Bin 192 -> 192 bytes doc/pub/week8/ipynb/week8.ipynb | 390 ++++++++++----------- doc/pub/week8/pdf/week8-beamer.pdf | Bin 411987 -> 411987 bytes doc/pub/week8/pdf/week8.pdf | Bin 437568 -> 437568 bytes 4 files changed, 195 insertions(+), 195 deletions(-) diff --git a/doc/pub/week8/ipynb/ipynb-week8-src.tar.gz b/doc/pub/week8/ipynb/ipynb-week8-src.tar.gz index 746925a5d5457e0e93123e34478e663e591ba397..1f52b1ff1c8ff17749c526bca8e65665a53a5746 100644 GIT binary patch delta 169 zcmV;a09OCN0l)zzABzY8!#Ch%00ZsM%?g4*5C?G2KE*tNjP9ykgFJKyB6@)p*O4V4 zdm<*3!kB3iPl?f7Pr{HwNaGZdkQ51ENaBckfXkiq(izM2a7t61xinn9n;XW;^246_ z6?o>KI99^IcHi4dNs!9&T&WsvoY$*Bw7txsP~40i(EQp7&4I}tSWyTolw=pb)#{{K XV*>xzzc`NLINy5!zL%W100;m8!-G+W delta 169 zcmV;a09OCN0l)zzABzY8-64}@00ZsM%?g4*5C?G2KE*tN?CPprgFJKyB6@)p$B`u< zdm$uY48}~8cuEq^^@LIel*NoCAxWbc2#w;1c|evs>7_H4>*189I-@iw-^~qUW%*&x z{0cntPaG>@V7u>ar6fpYF;}XF8)Cf*MBB?83Wa9ufW~VlGy<1B@S+e_D9JB=tJO*K X#svPae{megalZEe`D4d%00;m8%M3~$ diff --git a/doc/pub/week8/ipynb/week8.ipynb b/doc/pub/week8/ipynb/week8.ipynb index f20f2bc9..f6a3dea4 100644 --- a/doc/pub/week8/ipynb/week8.ipynb +++ b/doc/pub/week8/ipynb/week8.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "f3291c92", + "id": "478af8df", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "2d909b99", + "id": "071822a1", "metadata": { "editable": true }, @@ -27,7 +27,7 @@ }, { "cell_type": "markdown", - "id": "afc4c8d5", + "id": "746e5b51", "metadata": { "editable": true }, @@ -52,7 +52,7 @@ }, { "cell_type": "markdown", - "id": "f52cd98b", + "id": "2043b2d2", "metadata": { "editable": true }, @@ -72,7 +72,7 @@ }, { "cell_type": "markdown", - "id": "acb35041", + "id": "304e5c8e", "metadata": { "editable": true }, @@ -97,7 +97,7 @@ }, { "cell_type": "markdown", - "id": "81d7503c", + "id": "bacaca3a", "metadata": { "editable": true }, @@ -114,7 +114,7 @@ }, { "cell_type": "markdown", - "id": "35b30d65", + "id": "09dd397e", "metadata": { "editable": true }, @@ -133,7 +133,7 @@ }, { "cell_type": "markdown", - "id": "6ebb1fbd", + "id": "f986cb43", "metadata": { "editable": true }, @@ -146,7 +146,7 @@ }, { "cell_type": "markdown", - "id": "a299202e", + "id": "b44a5685", "metadata": { "editable": true }, @@ -158,7 +158,7 @@ }, { "cell_type": "markdown", - "id": "793a97bd", + "id": "00fc4c08", "metadata": { "editable": true }, @@ -174,7 +174,7 @@ }, { "cell_type": "markdown", - "id": "3c0c1888", + "id": "66503c87", "metadata": { "editable": true }, @@ -186,7 +186,7 @@ }, { "cell_type": "markdown", - "id": "6176890c", + "id": "d7baadbf", "metadata": { "editable": true }, @@ -198,7 +198,7 @@ }, { "cell_type": "markdown", - "id": "920721f5", + "id": "d77d66cf", "metadata": { "editable": true }, @@ -211,7 +211,7 @@ }, { "cell_type": "markdown", - "id": "98e25f54", + "id": "f728b5cf", "metadata": { "editable": true }, @@ -223,7 +223,7 @@ }, { "cell_type": "markdown", - "id": "3067d396", + "id": "1754685a", "metadata": { "editable": true }, @@ -235,7 +235,7 @@ }, { "cell_type": "markdown", - "id": "e7feb7b4", + "id": "df8765ea", "metadata": { "editable": true }, @@ -247,7 +247,7 @@ }, { "cell_type": "markdown", - "id": "e0e4073e", + "id": "04a0f8b5", "metadata": { "editable": true }, @@ -259,7 +259,7 @@ }, { "cell_type": "markdown", - "id": "ee1c1995", + "id": "80295bda", "metadata": { "editable": true }, @@ -271,7 +271,7 @@ }, { "cell_type": "markdown", - "id": "940fc7c7", + "id": "f171e42a", "metadata": { "editable": true }, @@ -284,7 +284,7 @@ }, { "cell_type": "markdown", - "id": "00301059", + "id": "8083042e", "metadata": { "editable": true }, @@ -303,7 +303,7 @@ }, { "cell_type": "markdown", - "id": "efb90f1a", + "id": "2e9b927e", "metadata": { "editable": true }, @@ -322,7 +322,7 @@ }, { "cell_type": "markdown", - "id": "7963ef0f", + "id": "4636691c", "metadata": { "editable": true }, @@ -340,7 +340,7 @@ }, { "cell_type": "markdown", - "id": "3722a178", + "id": "e169a828", "metadata": { "editable": true }, @@ -358,7 +358,7 @@ }, { "cell_type": "markdown", - "id": "31c3583e", + "id": "d897a89f", "metadata": { "editable": true }, @@ -370,7 +370,7 @@ }, { "cell_type": "markdown", - "id": "119a500b", + "id": "2017c5a1", "metadata": { "editable": true }, @@ -385,7 +385,7 @@ }, { "cell_type": "markdown", - "id": "9f2014b2", + "id": "cc7250a3", "metadata": { "editable": true }, @@ -398,7 +398,7 @@ }, { "cell_type": "markdown", - "id": "2552b9f5", + "id": "6e4a6e97", "metadata": { "editable": true }, @@ -418,7 +418,7 @@ }, { "cell_type": "markdown", - "id": "d132539a", + "id": "8b4ac918", "metadata": { "editable": true }, @@ -428,7 +428,7 @@ }, { "cell_type": "markdown", - "id": "2f16f81c", + "id": "af7d398f", "metadata": { "editable": true }, @@ -441,7 +441,7 @@ }, { "cell_type": "markdown", - "id": "562e39a0", + "id": "9e48fd00", "metadata": { "editable": true }, @@ -457,7 +457,7 @@ }, { "cell_type": "markdown", - "id": "19b4e551", + "id": "a5dfa481", "metadata": { "editable": true }, @@ -475,7 +475,7 @@ }, { "cell_type": "markdown", - "id": "fc83449d", + "id": "6813ad61", "metadata": { "editable": true }, @@ -493,7 +493,7 @@ }, { "cell_type": "markdown", - "id": "83de8ea8", + "id": "4a9d3b02", "metadata": { "editable": true }, @@ -512,7 +512,7 @@ }, { "cell_type": "markdown", - "id": "28f66be4", + "id": "c5b65f5f", "metadata": { "editable": true }, @@ -531,7 +531,7 @@ }, { "cell_type": "markdown", - "id": "4d707f33", + "id": "bb54f764", "metadata": { "editable": true }, @@ -549,7 +549,7 @@ }, { "cell_type": "markdown", - "id": "af1c1387", + "id": "bc4a8963", "metadata": { "editable": true }, @@ -566,7 +566,7 @@ }, { "cell_type": "markdown", - "id": "abe7e32c", + "id": "c845bc59", "metadata": { "editable": true }, @@ -578,7 +578,7 @@ }, { "cell_type": "markdown", - "id": "19c1fe37", + "id": "bec771c9", "metadata": { "editable": true }, @@ -588,7 +588,7 @@ }, { "cell_type": "markdown", - "id": "71475a43", + "id": "197970ea", "metadata": { "editable": true }, @@ -600,7 +600,7 @@ }, { "cell_type": "markdown", - "id": "4815af71", + "id": "8f796c77", "metadata": { "editable": true }, @@ -612,7 +612,7 @@ }, { "cell_type": "markdown", - "id": "4121e5ac", + "id": "118db360", "metadata": { "editable": true }, @@ -630,7 +630,7 @@ }, { "cell_type": "markdown", - "id": "12f2669e", + "id": "75b28f71", "metadata": { "editable": true }, @@ -642,7 +642,7 @@ }, { "cell_type": "markdown", - "id": "94084578", + "id": "6c04c82a", "metadata": { "editable": true }, @@ -654,7 +654,7 @@ }, { "cell_type": "markdown", - "id": "66b32235", + "id": "861dc1b1", "metadata": { "editable": true }, @@ -666,7 +666,7 @@ }, { "cell_type": "markdown", - "id": "590acdf3", + "id": "e1c7cc64", "metadata": { "editable": true }, @@ -677,7 +677,7 @@ }, { "cell_type": "markdown", - "id": "b16eb6db", + "id": "f69260dc", "metadata": { "editable": true }, @@ -689,7 +689,7 @@ }, { "cell_type": "markdown", - "id": "9bb8df6d", + "id": "01c1b3a0", "metadata": { "editable": true }, @@ -701,7 +701,7 @@ }, { "cell_type": "markdown", - "id": "463fd864", + "id": "02edc0f7", "metadata": { "editable": true }, @@ -722,7 +722,7 @@ }, { "cell_type": "markdown", - "id": "11e4de32", + "id": "63df0d44", "metadata": { "editable": true }, @@ -734,7 +734,7 @@ }, { "cell_type": "markdown", - "id": "59533506", + "id": "057ec267", "metadata": { "editable": true }, @@ -746,7 +746,7 @@ }, { "cell_type": "markdown", - "id": "9d79c18a", + "id": "8cf87fb3", "metadata": { "editable": true }, @@ -756,7 +756,7 @@ }, { "cell_type": "markdown", - "id": "abac1312", + "id": "42318572", "metadata": { "editable": true }, @@ -768,7 +768,7 @@ }, { "cell_type": "markdown", - "id": "326decce", + "id": "790d44f7", "metadata": { "editable": true }, @@ -779,7 +779,7 @@ }, { "cell_type": "markdown", - "id": "7418df7a", + "id": "25b7409a", "metadata": { "editable": true }, @@ -791,7 +791,7 @@ }, { "cell_type": "markdown", - "id": "828b3c3f", + "id": "9ccdbf38", "metadata": { "editable": true }, @@ -811,7 +811,7 @@ }, { "cell_type": "markdown", - "id": "66e81dd5", + "id": "4bb8b3bf", "metadata": { "editable": true }, @@ -824,7 +824,7 @@ }, { "cell_type": "markdown", - "id": "4630c514", + "id": "7822ead8", "metadata": { "editable": true }, @@ -836,7 +836,7 @@ }, { "cell_type": "markdown", - "id": "1fef86bc", + "id": "502cc0b4", "metadata": { "editable": true }, @@ -859,7 +859,7 @@ }, { "cell_type": "markdown", - "id": "b07a8f81", + "id": "d2924005", "metadata": { "editable": true }, @@ -874,7 +874,7 @@ }, { "cell_type": "markdown", - "id": "b44f0761", + "id": "37f847b4", "metadata": { "editable": true }, @@ -886,7 +886,7 @@ }, { "cell_type": "markdown", - "id": "5a0d8bbb", + "id": "4f32b985", "metadata": { "editable": true }, @@ -898,7 +898,7 @@ }, { "cell_type": "markdown", - "id": "624a7810", + "id": "3e679d59", "metadata": { "editable": true }, @@ -912,7 +912,7 @@ }, { "cell_type": "markdown", - "id": "7d7571e9", + "id": "d109acbc", "metadata": { "editable": true }, @@ -926,7 +926,7 @@ }, { "cell_type": "markdown", - "id": "f3b73973", + "id": "b8a39598", "metadata": { "editable": true }, @@ -936,7 +936,7 @@ }, { "cell_type": "markdown", - "id": "9230336e", + "id": "9f178ae8", "metadata": { "editable": true }, @@ -953,7 +953,7 @@ }, { "cell_type": "markdown", - "id": "1ddc1cb4", + "id": "67455e27", "metadata": { "editable": true }, @@ -973,7 +973,7 @@ }, { "cell_type": "markdown", - "id": "f26ed395", + "id": "245d9660", "metadata": { "editable": true }, @@ -986,7 +986,7 @@ }, { "cell_type": "markdown", - "id": "fe0e944e", + "id": "43fe7e1c", "metadata": { "editable": true }, @@ -1005,7 +1005,7 @@ }, { "cell_type": "markdown", - "id": "f2a1eae7", + "id": "e684bdef", "metadata": { "editable": true }, @@ -1022,7 +1022,7 @@ }, { "cell_type": "markdown", - "id": "64514394", + "id": "bac96596", "metadata": { "editable": true }, @@ -1034,7 +1034,7 @@ }, { "cell_type": "markdown", - "id": "dc3d635c", + "id": "3b6ed4ab", "metadata": { "editable": true }, @@ -1046,7 +1046,7 @@ }, { "cell_type": "markdown", - "id": "ff4c318b", + "id": "4553503d", "metadata": { "editable": true }, @@ -1057,7 +1057,7 @@ }, { "cell_type": "markdown", - "id": "211f9d42", + "id": "d2bd7e1a", "metadata": { "editable": true }, @@ -1070,7 +1070,7 @@ }, { "cell_type": "markdown", - "id": "f3bd18b9", + "id": "104f32e4", "metadata": { "editable": true }, @@ -1080,7 +1080,7 @@ }, { "cell_type": "markdown", - "id": "2c222417", + "id": "b6de0599", "metadata": { "editable": true }, @@ -1092,7 +1092,7 @@ }, { "cell_type": "markdown", - "id": "eaa2fd7c", + "id": "55b5ad90", "metadata": { "editable": true }, @@ -1104,7 +1104,7 @@ }, { "cell_type": "markdown", - "id": "d16eeb58", + "id": "2d18ba02", "metadata": { "editable": true }, @@ -1116,7 +1116,7 @@ }, { "cell_type": "markdown", - "id": "0f51b3a0", + "id": "b329c993", "metadata": { "editable": true }, @@ -1126,7 +1126,7 @@ }, { "cell_type": "markdown", - "id": "c0a8e159", + "id": "97748742", "metadata": { "editable": true }, @@ -1144,7 +1144,7 @@ }, { "cell_type": "markdown", - "id": "9d37c49c", + "id": "3cf2c9f3", "metadata": { "editable": true }, @@ -1155,7 +1155,7 @@ }, { "cell_type": "markdown", - "id": "d679fcac", + "id": "2cbb8581", "metadata": { "editable": true }, @@ -1168,7 +1168,7 @@ }, { "cell_type": "markdown", - "id": "98d44f0d", + "id": "76664cda", "metadata": { "editable": true }, @@ -1180,7 +1180,7 @@ }, { "cell_type": "markdown", - "id": "bdf78f06", + "id": "d88e8fb1", "metadata": { "editable": true }, @@ -1198,7 +1198,7 @@ }, { "cell_type": "markdown", - "id": "91fd1d42", + "id": "d357387e", "metadata": { "editable": true }, @@ -1209,7 +1209,7 @@ }, { "cell_type": "markdown", - "id": "ec90332a", + "id": "f33016f3", "metadata": { "editable": true }, @@ -1224,7 +1224,7 @@ }, { "cell_type": "markdown", - "id": "cfeae7a2", + "id": "6ab20bdc", "metadata": { "editable": true }, @@ -1237,7 +1237,7 @@ }, { "cell_type": "markdown", - "id": "d80a2e32", + "id": "c18d88b4", "metadata": { "editable": true }, @@ -1247,7 +1247,7 @@ }, { "cell_type": "markdown", - "id": "d04188ba", + "id": "8745688f", "metadata": { "editable": true }, @@ -1265,7 +1265,7 @@ }, { "cell_type": "markdown", - "id": "b457f303", + "id": "48d258b0", "metadata": { "editable": true }, @@ -1280,7 +1280,7 @@ }, { "cell_type": "markdown", - "id": "487c6b4e", + "id": "eb63bc75", "metadata": { "editable": true }, @@ -1293,7 +1293,7 @@ }, { "cell_type": "markdown", - "id": "e5f65d5d", + "id": "d11d780d", "metadata": { "editable": true }, @@ -1305,7 +1305,7 @@ }, { "cell_type": "markdown", - "id": "7e57f394", + "id": "ddc5085c", "metadata": { "editable": true }, @@ -1315,7 +1315,7 @@ }, { "cell_type": "markdown", - "id": "99c1e0df", + "id": "13543ed0", "metadata": { "editable": true }, @@ -1333,7 +1333,7 @@ }, { "cell_type": "markdown", - "id": "2e0eaa9b", + "id": "c5cb4437", "metadata": { "editable": true }, @@ -1346,7 +1346,7 @@ }, { "cell_type": "markdown", - "id": "9b02ec12", + "id": "9fa2bf55", "metadata": { "editable": true }, @@ -1358,7 +1358,7 @@ }, { "cell_type": "markdown", - "id": "8e293d50", + "id": "86eab72d", "metadata": { "editable": true }, @@ -1371,7 +1371,7 @@ }, { "cell_type": "markdown", - "id": "5d4934f3", + "id": "5aa282f8", "metadata": { "editable": true }, @@ -1385,7 +1385,7 @@ }, { "cell_type": "markdown", - "id": "02ba9c08", + "id": "76299b93", "metadata": { "editable": true }, @@ -1397,7 +1397,7 @@ }, { "cell_type": "markdown", - "id": "477898b6", + "id": "04c0b236", "metadata": { "editable": true }, @@ -1409,7 +1409,7 @@ }, { "cell_type": "markdown", - "id": "c53dea77", + "id": "bcf14534", "metadata": { "editable": true }, @@ -1420,7 +1420,7 @@ }, { "cell_type": "markdown", - "id": "9d2f1c25", + "id": "b466651b", "metadata": { "editable": true }, @@ -1433,7 +1433,7 @@ }, { "cell_type": "markdown", - "id": "be44636f", + "id": "38a2d62b", "metadata": { "editable": true }, @@ -1446,7 +1446,7 @@ }, { "cell_type": "markdown", - "id": "a0272cec", + "id": "1e4d4bec", "metadata": { "editable": true }, @@ -1458,7 +1458,7 @@ }, { "cell_type": "markdown", - "id": "6e8182e2", + "id": "73bf8711", "metadata": { "editable": true }, @@ -1469,7 +1469,7 @@ }, { "cell_type": "markdown", - "id": "913c4f39", + "id": "2fccd9ae", "metadata": { "editable": true }, @@ -1481,7 +1481,7 @@ }, { "cell_type": "markdown", - "id": "6791d04a", + "id": "41d0c1ee", "metadata": { "editable": true }, @@ -1495,7 +1495,7 @@ }, { "cell_type": "markdown", - "id": "9de31103", + "id": "a717406f", "metadata": { "editable": true }, @@ -1508,7 +1508,7 @@ }, { "cell_type": "markdown", - "id": "943cbe47", + "id": "df7eebcd", "metadata": { "editable": true }, @@ -1526,7 +1526,7 @@ }, { "cell_type": "markdown", - "id": "a96a37c4", + "id": "4bfc5a13", "metadata": { "editable": true }, @@ -1539,7 +1539,7 @@ }, { "cell_type": "markdown", - "id": "312048b1", + "id": "3bc0984b", "metadata": { "editable": true }, @@ -1557,7 +1557,7 @@ }, { "cell_type": "markdown", - "id": "b9375895", + "id": "2361a7d5", "metadata": { "editable": true }, @@ -1572,7 +1572,7 @@ }, { "cell_type": "markdown", - "id": "485db752", + "id": "32b0befe", "metadata": { "editable": true }, @@ -1584,7 +1584,7 @@ }, { "cell_type": "markdown", - "id": "666743ae", + "id": "51910111", "metadata": { "editable": true }, @@ -1599,7 +1599,7 @@ }, { "cell_type": "markdown", - "id": "29968587", + "id": "1f6bc7bc", "metadata": { "editable": true }, @@ -1610,7 +1610,7 @@ }, { "cell_type": "markdown", - "id": "d75b210e", + "id": "d81a7f1f", "metadata": { "editable": true }, @@ -1622,7 +1622,7 @@ }, { "cell_type": "markdown", - "id": "38ca4565", + "id": "6ecae564", "metadata": { "editable": true }, @@ -1632,7 +1632,7 @@ }, { "cell_type": "markdown", - "id": "0187a009", + "id": "928dddf0", "metadata": { "editable": true }, @@ -1644,7 +1644,7 @@ }, { "cell_type": "markdown", - "id": "8e0a1963", + "id": "5b6e58d4", "metadata": { "editable": true }, @@ -1656,7 +1656,7 @@ }, { "cell_type": "markdown", - "id": "7d466004", + "id": "894aaef8", "metadata": { "editable": true }, @@ -1674,7 +1674,7 @@ }, { "cell_type": "markdown", - "id": "f222dc48", + "id": "58d55f77", "metadata": { "editable": true }, @@ -1699,7 +1699,7 @@ }, { "cell_type": "markdown", - "id": "5ace9292", + "id": "0d21c5ce", "metadata": { "editable": true }, @@ -1713,7 +1713,7 @@ }, { "cell_type": "markdown", - "id": "2ea6772f", + "id": "5b4342d5", "metadata": { "editable": true }, @@ -1725,7 +1725,7 @@ }, { "cell_type": "markdown", - "id": "e587b581", + "id": "15d451f6", "metadata": { "editable": true }, @@ -1738,7 +1738,7 @@ }, { "cell_type": "markdown", - "id": "20d93a64", + "id": "f6bfb920", "metadata": { "editable": true }, @@ -1750,7 +1750,7 @@ }, { "cell_type": "markdown", - "id": "aba4a7ed", + "id": "6cd0cb49", "metadata": { "editable": true }, @@ -1760,7 +1760,7 @@ }, { "cell_type": "markdown", - "id": "e5a2f2d7", + "id": "2170f41f", "metadata": { "editable": true }, @@ -1773,7 +1773,7 @@ }, { "cell_type": "markdown", - "id": "1b71653f", + "id": "ce2b9e45", "metadata": { "editable": true }, @@ -1784,7 +1784,7 @@ }, { "cell_type": "markdown", - "id": "2d4aeb60", + "id": "47620fd7", "metadata": { "editable": true }, @@ -1801,7 +1801,7 @@ }, { "cell_type": "markdown", - "id": "316b944d", + "id": "1e80552c", "metadata": { "editable": true }, @@ -1813,7 +1813,7 @@ }, { "cell_type": "markdown", - "id": "a81631e0", + "id": "85be2686", "metadata": { "editable": true }, @@ -1823,7 +1823,7 @@ }, { "cell_type": "markdown", - "id": "462e7195", + "id": "4e524fb9", "metadata": { "editable": true }, @@ -1835,7 +1835,7 @@ }, { "cell_type": "markdown", - "id": "23073b9f", + "id": "51b80d20", "metadata": { "editable": true }, @@ -1846,7 +1846,7 @@ }, { "cell_type": "markdown", - "id": "1d0f9d12", + "id": "1c1d8b26", "metadata": { "editable": true }, @@ -1857,7 +1857,7 @@ }, { "cell_type": "markdown", - "id": "1676a547", + "id": "486e85bb", "metadata": { "editable": true }, @@ -1869,7 +1869,7 @@ }, { "cell_type": "markdown", - "id": "56e3c742", + "id": "996414bc", "metadata": { "editable": true }, @@ -1880,7 +1880,7 @@ }, { "cell_type": "markdown", - "id": "27550d57", + "id": "56c869de", "metadata": { "editable": true }, @@ -1892,7 +1892,7 @@ }, { "cell_type": "markdown", - "id": "c4df6730", + "id": "b3c2844a", "metadata": { "editable": true }, @@ -1903,7 +1903,7 @@ }, { "cell_type": "markdown", - "id": "098f73f1", + "id": "319b93af", "metadata": { "editable": true }, @@ -1915,7 +1915,7 @@ }, { "cell_type": "markdown", - "id": "dcb263df", + "id": "462899af", "metadata": { "editable": true }, @@ -1925,7 +1925,7 @@ }, { "cell_type": "markdown", - "id": "66cb01c9", + "id": "36b3ff8d", "metadata": { "editable": true }, @@ -1937,7 +1937,7 @@ }, { "cell_type": "markdown", - "id": "1709c0ae", + "id": "85b7a5fe", "metadata": { "editable": true }, @@ -1947,7 +1947,7 @@ }, { "cell_type": "markdown", - "id": "13d20f82", + "id": "791f732c", "metadata": { "editable": true }, @@ -1963,7 +1963,7 @@ }, { "cell_type": "markdown", - "id": "a2b70b5e", + "id": "66cd1ebf", "metadata": { "editable": true }, @@ -1983,7 +1983,7 @@ }, { "cell_type": "markdown", - "id": "faa90209", + "id": "c6c3ffd4", "metadata": { "editable": true }, @@ -1995,7 +1995,7 @@ }, { "cell_type": "markdown", - "id": "e74702d0", + "id": "6f8860d1", "metadata": { "editable": true }, @@ -2005,7 +2005,7 @@ }, { "cell_type": "markdown", - "id": "14cb0a45", + "id": "ec724682", "metadata": { "editable": true }, @@ -2017,7 +2017,7 @@ }, { "cell_type": "markdown", - "id": "bd106153", + "id": "0059235a", "metadata": { "editable": true }, @@ -2027,7 +2027,7 @@ }, { "cell_type": "markdown", - "id": "2953be4d", + "id": "9c42cde9", "metadata": { "editable": true }, @@ -2039,7 +2039,7 @@ }, { "cell_type": "markdown", - "id": "8602fd83", + "id": "0a3d6680", "metadata": { "editable": true }, @@ -2051,7 +2051,7 @@ }, { "cell_type": "markdown", - "id": "94ff90e6", + "id": "ec031e8f", "metadata": { "editable": true }, @@ -2061,7 +2061,7 @@ }, { "cell_type": "markdown", - "id": "108096f1", + "id": "1e23a98b", "metadata": { "editable": true }, @@ -2073,7 +2073,7 @@ }, { "cell_type": "markdown", - "id": "76a61a85", + "id": "092f439f", "metadata": { "editable": true }, @@ -2083,7 +2083,7 @@ }, { "cell_type": "markdown", - "id": "48a55177", + "id": "7821f167", "metadata": { "editable": true }, @@ -2095,7 +2095,7 @@ }, { "cell_type": "markdown", - "id": "270c7bfc", + "id": "f0db9c3f", "metadata": { "editable": true }, @@ -2105,7 +2105,7 @@ }, { "cell_type": "markdown", - "id": "88cb3144", + "id": "4231e7b3", "metadata": { "editable": true }, @@ -2117,7 +2117,7 @@ }, { "cell_type": "markdown", - "id": "0b1a7f55", + "id": "9685530f", "metadata": { "editable": true }, @@ -2127,7 +2127,7 @@ }, { "cell_type": "markdown", - "id": "5ab1de3c", + "id": "754332e6", "metadata": { "editable": true }, @@ -2152,7 +2152,7 @@ }, { "cell_type": "markdown", - "id": "dbe9aa85", + "id": "d1de0bff", "metadata": { "editable": true }, @@ -2166,7 +2166,7 @@ }, { "cell_type": "markdown", - "id": "e5df2ccd", + "id": "05da91c1", "metadata": { "editable": true }, @@ -2178,7 +2178,7 @@ }, { "cell_type": "markdown", - "id": "98ce14cd", + "id": "0d86fac9", "metadata": { "editable": true }, @@ -2191,7 +2191,7 @@ }, { "cell_type": "markdown", - "id": "849e02b8", + "id": "79de05ce", "metadata": { "editable": true }, @@ -2205,7 +2205,7 @@ }, { "cell_type": "markdown", - "id": "7c834b63", + "id": "99a7cbdd", "metadata": { "editable": true }, @@ -2217,7 +2217,7 @@ }, { "cell_type": "markdown", - "id": "d16a6182", + "id": "b8562008", "metadata": { "editable": true }, @@ -2228,7 +2228,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "9d68a0cd", + "id": "121709c4", "metadata": { "collapsed": false, "editable": true @@ -2267,7 +2267,7 @@ }, { "cell_type": "markdown", - "id": "612d0a6c", + "id": "2aaa7a1a", "metadata": { "editable": true }, @@ -2288,7 +2288,7 @@ }, { "cell_type": "markdown", - "id": "ca776d96", + "id": "7320a543", "metadata": { "editable": true }, @@ -2308,7 +2308,7 @@ }, { "cell_type": "markdown", - "id": "cac23c81", + "id": "315e1891", "metadata": { "editable": true }, @@ -2332,7 +2332,7 @@ }, { "cell_type": "markdown", - "id": "a3b30c41", + "id": "251514ec", "metadata": { "editable": true }, @@ -2356,7 +2356,7 @@ }, { "cell_type": "markdown", - "id": "cac8bbd9", + "id": "2683f82d", "metadata": { "editable": true }, @@ -2378,7 +2378,7 @@ }, { "cell_type": "markdown", - "id": "7dbce34c", + "id": "99cbd086", "metadata": { "editable": true }, @@ -2391,7 +2391,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "488da92a", + "id": "66bdbc15", "metadata": { "collapsed": false, "editable": true @@ -2452,7 +2452,7 @@ }, { "cell_type": "markdown", - "id": "214ada77", + "id": "8ff65461", "metadata": { "editable": true }, @@ -2470,7 +2470,7 @@ }, { "cell_type": "markdown", - "id": "7b87b57c", + "id": "cfea33eb", "metadata": { "editable": true }, @@ -2484,7 +2484,7 @@ }, { "cell_type": "markdown", - "id": "e4b703a3", + "id": "d66fec27", "metadata": { "editable": true }, @@ -2497,7 +2497,7 @@ }, { "cell_type": "markdown", - "id": "f23dc1e4", + "id": "07f23527", "metadata": { "editable": true }, @@ -2514,7 +2514,7 @@ }, { "cell_type": "markdown", - "id": "ddfc4a10", + "id": "508fd5a0", "metadata": { "editable": true }, @@ -2526,7 +2526,7 @@ }, { "cell_type": "markdown", - "id": "180d3d58", + "id": "b59f0ef7", "metadata": { "editable": true }, @@ -2545,7 +2545,7 @@ }, { "cell_type": "markdown", - "id": "daab3be7", + "id": "a91b5064", "metadata": { "editable": true }, @@ -2567,7 +2567,7 @@ }, { "cell_type": "markdown", - "id": "2f95834d", + "id": "cdcc76f1", "metadata": { "editable": true }, @@ -2582,7 +2582,7 @@ }, { "cell_type": "markdown", - "id": "3c4760d5", + "id": "f9eeac17", "metadata": { "editable": true }, @@ -2594,7 +2594,7 @@ }, { "cell_type": "markdown", - "id": "8fd2bf13", + "id": "20540efa", "metadata": { "editable": true }, @@ -2606,7 +2606,7 @@ }, { "cell_type": "markdown", - "id": "322db4e4", + "id": "8dcab13c", "metadata": { "editable": true }, @@ -2624,7 +2624,7 @@ }, { "cell_type": "markdown", - "id": "31282218", + "id": "755fbc06", "metadata": { "editable": true }, @@ -2642,7 +2642,7 @@ }, { "cell_type": "markdown", - "id": "9b887403", + "id": "7ce75747", "metadata": { "editable": true }, @@ -2652,7 +2652,7 @@ }, { "cell_type": "markdown", - "id": "27e14aaa", + "id": "0a12dc30", "metadata": { "editable": true }, @@ -2663,7 +2663,7 @@ }, { "cell_type": "markdown", - "id": "e0b1abb6", + "id": "a8a34b16", "metadata": { "editable": true }, @@ -2681,7 +2681,7 @@ }, { "cell_type": "markdown", - "id": "91ca3e46", + "id": "94dfc4ea", "metadata": { "editable": true }, @@ -2691,7 +2691,7 @@ }, { "cell_type": "markdown", - "id": "cad2aa33", + "id": "409ffbad", "metadata": { "editable": true }, @@ -2709,7 +2709,7 @@ }, { "cell_type": "markdown", - "id": "6fb61d82", + "id": "5d3cd473", "metadata": { "editable": true }, @@ -2719,7 +2719,7 @@ }, { "cell_type": "markdown", - "id": "75fc72d4", + "id": "84df6750", "metadata": { "editable": true }, @@ -2731,7 +2731,7 @@ }, { "cell_type": "markdown", - "id": "da399396", + "id": "51251f22", "metadata": { "editable": true }, @@ -2743,7 +2743,7 @@ }, { "cell_type": "markdown", - 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