From 47f2e84436d374b65b55e9c2e85719a257f8698b Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Thu, 7 Mar 2024 12:59:33 +0100 Subject: [PATCH] updating week 8 --- 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 1f52b1ff1c8ff17749c526bca8e65665a53a5746..e77d08a508bb0b8538f971ecfd91e54f9543aaa5 100644 GIT binary patch literal 192 zcmV;x06+g9iwFP~tm$O{1MSaC3c@fD2H>uHia9|^(lm7|*o6y0#0#V}wXrs-Ns9LN z_5r$5+!PV=ZGMIshM7aQ-t4l--CeL4gb`BC@a*vxnZmiP=G+e%$8^+4=!=CvSc;=rtR>Ht`-`h$_kjnC0sTyva*Q-FZz09Fd u+>9O2{Mrf4fyo|NQ3xxPWEa2H>ZDm?0{_>)IF92u-+KVQmz=l&2mk=xH(h-I diff --git a/doc/pub/week8/ipynb/week8.ipynb b/doc/pub/week8/ipynb/week8.ipynb index f6a3dea4..9dde130d 100644 --- a/doc/pub/week8/ipynb/week8.ipynb +++ b/doc/pub/week8/ipynb/week8.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "478af8df", + "id": "ea26441b", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "071822a1", + "id": "b952655f", "metadata": { "editable": true }, @@ -27,7 +27,7 @@ }, { "cell_type": "markdown", - "id": "746e5b51", + "id": "4b16f0f9", "metadata": { "editable": true }, @@ -52,7 +52,7 @@ }, { "cell_type": "markdown", - "id": "2043b2d2", + "id": "4b0d9215", "metadata": { "editable": true }, @@ -72,7 +72,7 @@ }, { "cell_type": "markdown", - "id": "304e5c8e", + "id": "0fea40bf", "metadata": { "editable": true }, @@ -97,7 +97,7 @@ }, { "cell_type": "markdown", - "id": "bacaca3a", + "id": "c2ff8012", "metadata": { "editable": true }, @@ -114,7 +114,7 @@ }, { "cell_type": "markdown", - "id": "09dd397e", + "id": "198b1a23", "metadata": { "editable": true }, @@ -133,7 +133,7 @@ }, { "cell_type": "markdown", - "id": "f986cb43", + "id": "91cf47e7", "metadata": { "editable": true }, @@ -146,7 +146,7 @@ }, { "cell_type": "markdown", - "id": "b44a5685", + "id": "9f0dabbe", "metadata": { "editable": true }, @@ -158,7 +158,7 @@ }, { "cell_type": "markdown", - "id": "00fc4c08", + "id": "476fd064", "metadata": { "editable": true }, @@ -174,7 +174,7 @@ }, { "cell_type": "markdown", - "id": "66503c87", + "id": "b1bed3f8", "metadata": { "editable": true }, @@ -186,7 +186,7 @@ }, { "cell_type": "markdown", - "id": "d7baadbf", + "id": "0333a5c3", "metadata": { "editable": true }, @@ -198,7 +198,7 @@ }, { "cell_type": "markdown", - "id": "d77d66cf", + "id": "40d32815", "metadata": { "editable": true }, @@ -211,7 +211,7 @@ }, { "cell_type": "markdown", - "id": "f728b5cf", + "id": "fb3cafbe", "metadata": { "editable": true }, @@ -223,7 +223,7 @@ }, { "cell_type": "markdown", - "id": "1754685a", + "id": "fdaa0a7e", "metadata": { "editable": true }, @@ -235,7 +235,7 @@ }, { "cell_type": "markdown", - "id": "df8765ea", + "id": "85f1a845", "metadata": { "editable": true }, @@ -247,7 +247,7 @@ }, { "cell_type": "markdown", - "id": "04a0f8b5", + "id": "0556f53b", "metadata": { "editable": true }, @@ -259,7 +259,7 @@ }, { "cell_type": "markdown", - "id": "80295bda", + "id": "55077ff0", "metadata": { "editable": true }, @@ -271,7 +271,7 @@ }, { "cell_type": "markdown", - "id": "f171e42a", + "id": "eb1d0256", "metadata": { "editable": true }, @@ -284,7 +284,7 @@ }, { "cell_type": "markdown", - "id": "8083042e", + "id": "1386a86a", "metadata": { "editable": true }, @@ -303,7 +303,7 @@ }, { "cell_type": "markdown", - "id": "2e9b927e", + "id": "1a5dce5c", "metadata": { "editable": true }, @@ -322,7 +322,7 @@ }, { "cell_type": "markdown", - "id": "4636691c", + "id": "f7420055", "metadata": { "editable": true }, @@ -340,7 +340,7 @@ }, { "cell_type": "markdown", - "id": "e169a828", + "id": "9582dbeb", "metadata": { "editable": true }, @@ -358,7 +358,7 @@ }, { "cell_type": "markdown", - "id": "d897a89f", + "id": "23b3624d", "metadata": { "editable": true }, @@ -370,7 +370,7 @@ }, { "cell_type": "markdown", - "id": "2017c5a1", + "id": "ac90d26f", "metadata": { "editable": true }, @@ -385,7 +385,7 @@ }, { "cell_type": "markdown", - "id": "cc7250a3", + "id": "e5301752", "metadata": { "editable": true }, @@ -398,7 +398,7 @@ }, { "cell_type": "markdown", - "id": "6e4a6e97", + "id": "1235ad1a", "metadata": { "editable": true }, @@ -418,7 +418,7 @@ }, { "cell_type": "markdown", - "id": "8b4ac918", + "id": "f3580171", "metadata": { "editable": true }, @@ -428,7 +428,7 @@ }, { "cell_type": "markdown", - "id": "af7d398f", + "id": "0d6f6f97", "metadata": { "editable": true }, @@ -441,7 +441,7 @@ }, { "cell_type": "markdown", - "id": "9e48fd00", + "id": "a81ac629", "metadata": { "editable": true }, @@ -457,7 +457,7 @@ }, { "cell_type": "markdown", - "id": "a5dfa481", + "id": "8ff0b2c1", "metadata": { "editable": true }, @@ -475,7 +475,7 @@ }, { "cell_type": "markdown", - "id": "6813ad61", + "id": "e19a6089", "metadata": { "editable": true }, @@ -493,7 +493,7 @@ }, { "cell_type": "markdown", - "id": "4a9d3b02", + "id": "1ed929d1", "metadata": { "editable": true }, @@ -512,7 +512,7 @@ }, { "cell_type": "markdown", - "id": "c5b65f5f", + "id": "90c77981", "metadata": { "editable": true }, @@ -531,7 +531,7 @@ }, { "cell_type": "markdown", - "id": "bb54f764", + "id": "557633e2", "metadata": { "editable": true }, @@ -549,7 +549,7 @@ }, { "cell_type": "markdown", - "id": "bc4a8963", + "id": "8cf65b75", "metadata": { "editable": true }, @@ -566,7 +566,7 @@ }, { "cell_type": "markdown", - "id": "c845bc59", + "id": "61510dc7", "metadata": { "editable": true }, @@ -578,7 +578,7 @@ }, { "cell_type": "markdown", - "id": "bec771c9", + "id": "705370ce", "metadata": { "editable": true }, @@ -588,7 +588,7 @@ }, { "cell_type": "markdown", - "id": "197970ea", + "id": "0ebb7559", "metadata": { "editable": true }, @@ -600,7 +600,7 @@ }, { "cell_type": "markdown", - "id": "8f796c77", + "id": "56cd2415", "metadata": { "editable": true }, @@ -612,7 +612,7 @@ }, { "cell_type": "markdown", - "id": "118db360", + "id": "9336a159", "metadata": { "editable": true }, @@ -630,7 +630,7 @@ }, { "cell_type": "markdown", - "id": "75b28f71", + "id": "a7c6f5d9", "metadata": { "editable": true }, @@ -642,7 +642,7 @@ }, { "cell_type": "markdown", - "id": "6c04c82a", + "id": "1062203b", "metadata": { "editable": true }, @@ -654,7 +654,7 @@ }, { "cell_type": "markdown", - "id": "861dc1b1", + "id": "36f23f0c", "metadata": { "editable": true }, @@ -666,7 +666,7 @@ }, { "cell_type": "markdown", - "id": "e1c7cc64", + "id": "bb8cd45b", "metadata": { "editable": true }, @@ -677,7 +677,7 @@ }, { "cell_type": "markdown", - "id": "f69260dc", + "id": "0bb885e6", "metadata": { "editable": true }, @@ -689,7 +689,7 @@ }, { "cell_type": "markdown", - "id": "01c1b3a0", + "id": "145ef400", "metadata": { "editable": true }, @@ -701,7 +701,7 @@ }, { "cell_type": "markdown", - "id": "02edc0f7", + "id": "43655253", "metadata": { "editable": true }, @@ -722,7 +722,7 @@ }, { "cell_type": "markdown", - "id": "63df0d44", + "id": "a02305b1", "metadata": { "editable": true }, @@ -734,7 +734,7 @@ }, { "cell_type": "markdown", - "id": "057ec267", + "id": "e3dd21ab", "metadata": { "editable": true }, @@ -746,7 +746,7 @@ }, { "cell_type": "markdown", - "id": "8cf87fb3", + "id": "dc920259", "metadata": { "editable": true }, @@ -756,7 +756,7 @@ }, { "cell_type": "markdown", - "id": "42318572", + "id": "d6b2d67b", "metadata": { "editable": true }, @@ -768,7 +768,7 @@ }, { "cell_type": "markdown", - "id": "790d44f7", + "id": "735e2d43", "metadata": { "editable": true }, @@ -779,7 +779,7 @@ }, { "cell_type": "markdown", - "id": "25b7409a", + "id": "1f82a622", "metadata": { "editable": true }, @@ -791,7 +791,7 @@ }, { "cell_type": "markdown", - "id": "9ccdbf38", + "id": "1a190b06", "metadata": { "editable": true }, @@ -811,7 +811,7 @@ }, { "cell_type": "markdown", - "id": "4bb8b3bf", + "id": "a46977cd", "metadata": { "editable": true }, @@ -824,7 +824,7 @@ }, { "cell_type": "markdown", - "id": "7822ead8", + "id": "39a32165", "metadata": { "editable": true }, @@ -836,7 +836,7 @@ }, { "cell_type": "markdown", - "id": "502cc0b4", + "id": "722b72af", "metadata": { "editable": true }, @@ -859,7 +859,7 @@ }, { "cell_type": "markdown", - "id": "d2924005", + "id": "5e24af4e", "metadata": { "editable": true }, @@ -874,7 +874,7 @@ }, { "cell_type": "markdown", - "id": "37f847b4", + "id": "354900cb", "metadata": { "editable": true }, @@ -886,7 +886,7 @@ }, { "cell_type": "markdown", - "id": "4f32b985", + "id": "6a45dd71", "metadata": { "editable": true }, @@ -898,7 +898,7 @@ }, { "cell_type": "markdown", - "id": "3e679d59", + "id": "db5effd1", "metadata": { "editable": true }, @@ -912,7 +912,7 @@ }, { "cell_type": "markdown", - "id": "d109acbc", + "id": "9b619ec6", "metadata": { "editable": true }, @@ -926,7 +926,7 @@ }, { "cell_type": "markdown", - "id": "b8a39598", + "id": "afd534e2", "metadata": { "editable": true }, @@ -936,7 +936,7 @@ }, { "cell_type": "markdown", - "id": "9f178ae8", + "id": "05169918", "metadata": { "editable": true }, @@ -953,7 +953,7 @@ }, { "cell_type": "markdown", - "id": "67455e27", + "id": "28bedba6", "metadata": { "editable": true }, @@ -973,7 +973,7 @@ }, { "cell_type": "markdown", - "id": "245d9660", + "id": "26c5c671", "metadata": { "editable": true }, @@ -986,7 +986,7 @@ }, { "cell_type": "markdown", - "id": "43fe7e1c", + "id": "c725b983", "metadata": { "editable": true }, @@ -1005,7 +1005,7 @@ }, { "cell_type": "markdown", - "id": "e684bdef", + "id": "2cdf09c7", "metadata": { "editable": true }, @@ -1022,7 +1022,7 @@ }, { "cell_type": "markdown", - "id": "bac96596", + "id": "8a7a1c07", "metadata": { "editable": true }, @@ -1034,7 +1034,7 @@ }, { "cell_type": "markdown", - "id": "3b6ed4ab", + "id": "3bc81065", "metadata": { "editable": true }, @@ -1046,7 +1046,7 @@ }, { "cell_type": "markdown", - "id": "4553503d", + "id": "44116f54", "metadata": { "editable": true }, @@ -1057,7 +1057,7 @@ }, { "cell_type": "markdown", - "id": "d2bd7e1a", + "id": "4853299a", "metadata": { "editable": true }, @@ -1070,7 +1070,7 @@ }, { "cell_type": "markdown", - "id": "104f32e4", + "id": "4d010352", "metadata": { "editable": true }, @@ -1080,7 +1080,7 @@ }, { "cell_type": "markdown", - "id": "b6de0599", + "id": "ed8fcb04", "metadata": { "editable": true }, @@ -1092,7 +1092,7 @@ }, { "cell_type": "markdown", - "id": "55b5ad90", + "id": "2fe44740", "metadata": { "editable": true }, @@ -1104,7 +1104,7 @@ }, { "cell_type": "markdown", - "id": "2d18ba02", + "id": "9cea2f2b", "metadata": { "editable": true }, @@ -1116,7 +1116,7 @@ }, { "cell_type": "markdown", - "id": "b329c993", + "id": "87d84543", "metadata": { "editable": true }, @@ -1126,7 +1126,7 @@ }, { "cell_type": "markdown", - "id": "97748742", + "id": "fc6416b0", "metadata": { "editable": true }, @@ -1144,7 +1144,7 @@ }, { "cell_type": "markdown", - "id": "3cf2c9f3", + "id": "b313b37a", "metadata": { "editable": true }, @@ -1155,7 +1155,7 @@ }, { "cell_type": "markdown", - "id": "2cbb8581", + "id": "ddb92bc5", "metadata": { "editable": true }, @@ -1168,7 +1168,7 @@ }, { "cell_type": "markdown", - "id": "76664cda", + "id": "e8edfb58", "metadata": { "editable": true }, @@ -1180,7 +1180,7 @@ }, { "cell_type": "markdown", - "id": "d88e8fb1", + "id": "f419145a", "metadata": { "editable": true }, @@ -1198,7 +1198,7 @@ }, { "cell_type": "markdown", - "id": "d357387e", + "id": "d64581b9", "metadata": { "editable": true }, @@ -1209,7 +1209,7 @@ }, { "cell_type": "markdown", - "id": "f33016f3", + "id": "8c2c61be", "metadata": { "editable": true }, @@ -1224,7 +1224,7 @@ }, { "cell_type": "markdown", - "id": "6ab20bdc", + "id": "9d50ee50", "metadata": { "editable": true }, @@ -1237,7 +1237,7 @@ }, { "cell_type": "markdown", - "id": "c18d88b4", + "id": "4a886033", "metadata": { "editable": true }, @@ -1247,7 +1247,7 @@ }, { "cell_type": "markdown", - "id": "8745688f", + "id": "dfbc737e", "metadata": { "editable": true }, @@ -1265,7 +1265,7 @@ }, { "cell_type": "markdown", - "id": "48d258b0", + "id": "eb4c4918", "metadata": { "editable": true }, @@ -1280,7 +1280,7 @@ }, { "cell_type": "markdown", - "id": "eb63bc75", + "id": "0756d687", "metadata": { "editable": true }, @@ -1293,7 +1293,7 @@ }, { "cell_type": "markdown", - "id": "d11d780d", + "id": "600ab8fd", "metadata": { "editable": true }, @@ -1305,7 +1305,7 @@ }, { "cell_type": "markdown", - "id": "ddc5085c", + "id": "1a67f313", "metadata": { "editable": true }, @@ -1315,7 +1315,7 @@ }, { "cell_type": "markdown", - "id": "13543ed0", + "id": "c83bf538", "metadata": { "editable": true }, @@ -1333,7 +1333,7 @@ }, { "cell_type": "markdown", - "id": "c5cb4437", + "id": "9c2b9fbe", "metadata": { "editable": true }, @@ -1346,7 +1346,7 @@ }, { "cell_type": "markdown", - "id": "9fa2bf55", + "id": "00a77150", "metadata": { "editable": true }, @@ -1358,7 +1358,7 @@ }, { "cell_type": "markdown", - "id": "86eab72d", + "id": "f839561b", "metadata": { "editable": true }, @@ -1371,7 +1371,7 @@ }, { "cell_type": "markdown", - "id": "5aa282f8", + "id": "3b4d73ff", "metadata": { "editable": true }, @@ -1385,7 +1385,7 @@ }, { "cell_type": "markdown", - "id": "76299b93", + "id": "d3db1d17", "metadata": { "editable": true }, @@ -1397,7 +1397,7 @@ }, { "cell_type": "markdown", - "id": "04c0b236", + "id": "a77463b6", "metadata": { "editable": true }, @@ -1409,7 +1409,7 @@ }, { "cell_type": "markdown", - "id": "bcf14534", + "id": "fdf69182", "metadata": { "editable": true }, @@ -1420,7 +1420,7 @@ }, { "cell_type": "markdown", - "id": "b466651b", + "id": "7531d567", "metadata": { "editable": true }, @@ -1433,7 +1433,7 @@ }, { "cell_type": "markdown", - "id": "38a2d62b", + "id": "dec5528d", "metadata": { "editable": true }, @@ -1446,7 +1446,7 @@ }, { "cell_type": "markdown", - "id": "1e4d4bec", + "id": "68551b3b", "metadata": { "editable": true }, @@ -1458,7 +1458,7 @@ }, { "cell_type": "markdown", - "id": "73bf8711", + "id": "31bc37e1", "metadata": { "editable": true }, @@ -1469,7 +1469,7 @@ }, { "cell_type": "markdown", - "id": "2fccd9ae", + "id": "68c65df9", "metadata": { "editable": true }, @@ -1481,7 +1481,7 @@ }, { "cell_type": "markdown", - "id": "41d0c1ee", + "id": "4a68fadc", "metadata": { "editable": true }, @@ -1495,7 +1495,7 @@ }, { "cell_type": "markdown", - "id": "a717406f", + "id": "999a01a3", "metadata": { "editable": true }, @@ -1508,7 +1508,7 @@ }, { "cell_type": "markdown", - "id": "df7eebcd", + "id": "34f467fa", "metadata": { "editable": true }, @@ -1526,7 +1526,7 @@ }, { "cell_type": "markdown", - "id": "4bfc5a13", + "id": "e8f494b6", "metadata": { "editable": true }, @@ -1539,7 +1539,7 @@ }, { "cell_type": "markdown", - "id": "3bc0984b", + "id": "fe7a18d5", "metadata": { "editable": true }, @@ -1557,7 +1557,7 @@ }, { "cell_type": "markdown", - "id": "2361a7d5", + "id": "92c097a6", "metadata": { "editable": true }, @@ -1572,7 +1572,7 @@ }, { "cell_type": "markdown", - "id": "32b0befe", + "id": "65dcf1bd", "metadata": { "editable": true }, @@ -1584,7 +1584,7 @@ }, { "cell_type": "markdown", - "id": "51910111", + "id": "cff53819", "metadata": { "editable": true }, @@ -1599,7 +1599,7 @@ }, { "cell_type": "markdown", - "id": "1f6bc7bc", + "id": "e054277d", "metadata": { "editable": true }, @@ -1610,7 +1610,7 @@ }, { "cell_type": "markdown", - "id": "d81a7f1f", + "id": "1e7b64b6", "metadata": { "editable": true }, @@ -1622,7 +1622,7 @@ }, { "cell_type": "markdown", - "id": "6ecae564", + "id": "169ea8a3", "metadata": { "editable": true }, @@ -1632,7 +1632,7 @@ }, { "cell_type": "markdown", - "id": "928dddf0", + "id": "7b074d5e", "metadata": { "editable": true }, @@ -1644,7 +1644,7 @@ }, { "cell_type": "markdown", - "id": "5b6e58d4", + "id": "71f421c9", "metadata": { "editable": true }, @@ -1656,7 +1656,7 @@ }, { "cell_type": "markdown", - "id": "894aaef8", + "id": "eb8cc5de", "metadata": { "editable": true }, @@ -1674,7 +1674,7 @@ }, { "cell_type": "markdown", - "id": "58d55f77", + "id": "bbe06dc4", "metadata": { "editable": true }, @@ -1699,7 +1699,7 @@ }, { "cell_type": "markdown", - "id": "0d21c5ce", + "id": "2b01004d", "metadata": { "editable": true }, @@ -1713,7 +1713,7 @@ }, { "cell_type": "markdown", - "id": "5b4342d5", + "id": "f6a207bf", "metadata": { "editable": true }, @@ -1725,7 +1725,7 @@ }, { "cell_type": "markdown", - "id": "15d451f6", + "id": "063b6ed7", "metadata": { "editable": true }, @@ -1738,7 +1738,7 @@ }, { "cell_type": "markdown", - "id": "f6bfb920", + "id": "24ed56b4", "metadata": { "editable": true }, @@ -1750,7 +1750,7 @@ }, { "cell_type": "markdown", - "id": "6cd0cb49", + "id": "462697d0", "metadata": { "editable": true }, @@ -1760,7 +1760,7 @@ }, { "cell_type": "markdown", - "id": "2170f41f", + "id": "108ef704", "metadata": { "editable": true }, @@ -1773,7 +1773,7 @@ }, { "cell_type": "markdown", - "id": "ce2b9e45", + "id": "b08120ea", "metadata": { "editable": true }, @@ -1784,7 +1784,7 @@ }, { "cell_type": "markdown", - "id": "47620fd7", + "id": "98bf483c", "metadata": { "editable": true }, @@ -1801,7 +1801,7 @@ }, { "cell_type": "markdown", - "id": "1e80552c", + "id": "1f5e9509", "metadata": { "editable": true }, @@ -1813,7 +1813,7 @@ }, { "cell_type": "markdown", - "id": "85be2686", + "id": "59523f28", "metadata": { "editable": true }, @@ -1823,7 +1823,7 @@ }, { "cell_type": "markdown", - "id": "4e524fb9", + "id": "5ee9eb76", "metadata": { "editable": true }, @@ -1835,7 +1835,7 @@ }, { "cell_type": "markdown", - "id": "51b80d20", + "id": "5d661c44", "metadata": { "editable": true }, @@ -1846,7 +1846,7 @@ }, { "cell_type": "markdown", - "id": "1c1d8b26", + "id": "b66924c6", "metadata": { "editable": true }, @@ -1857,7 +1857,7 @@ }, { "cell_type": "markdown", - "id": "486e85bb", + "id": "1ef5cca0", "metadata": { "editable": true }, @@ -1869,7 +1869,7 @@ }, { "cell_type": "markdown", - "id": "996414bc", + "id": "2f38270f", "metadata": { "editable": true }, @@ -1880,7 +1880,7 @@ }, { "cell_type": "markdown", - "id": "56c869de", + "id": "77038517", "metadata": { "editable": true }, @@ -1892,7 +1892,7 @@ }, { "cell_type": "markdown", - "id": "b3c2844a", + "id": "2994efda", "metadata": { "editable": true }, @@ -1903,7 +1903,7 @@ }, { "cell_type": "markdown", - "id": "319b93af", + "id": "2afeca9d", "metadata": { "editable": true }, @@ -1915,7 +1915,7 @@ }, { "cell_type": "markdown", - "id": "462899af", + "id": "922aa4ec", "metadata": { "editable": true }, @@ -1925,7 +1925,7 @@ }, { "cell_type": "markdown", - "id": "36b3ff8d", + "id": "d5bce69f", "metadata": { "editable": true }, @@ -1937,7 +1937,7 @@ }, { "cell_type": "markdown", - "id": "85b7a5fe", + "id": "a4c6395f", "metadata": { "editable": true }, @@ -1947,7 +1947,7 @@ }, { "cell_type": "markdown", - "id": "791f732c", + "id": "5470a143", "metadata": { "editable": true }, @@ -1963,7 +1963,7 @@ }, { "cell_type": "markdown", - "id": "66cd1ebf", + "id": "6c34c510", "metadata": { "editable": true }, @@ -1983,7 +1983,7 @@ }, { "cell_type": "markdown", - "id": "c6c3ffd4", + "id": "0f0035b1", "metadata": { "editable": true }, @@ -1995,7 +1995,7 @@ }, { "cell_type": "markdown", - "id": "6f8860d1", + "id": "4e76b9f7", "metadata": { "editable": true }, @@ -2005,7 +2005,7 @@ }, { "cell_type": "markdown", - "id": "ec724682", + "id": "802b2d57", "metadata": { "editable": true }, @@ -2017,7 +2017,7 @@ }, { "cell_type": "markdown", - "id": "0059235a", + "id": "4f14a978", "metadata": { "editable": true }, @@ -2027,7 +2027,7 @@ }, { "cell_type": "markdown", - "id": "9c42cde9", + "id": "9955e082", "metadata": { "editable": true }, @@ -2039,7 +2039,7 @@ }, { "cell_type": "markdown", - "id": "0a3d6680", + "id": "fa9ed72f", "metadata": { "editable": true }, @@ -2051,7 +2051,7 @@ }, { "cell_type": "markdown", - "id": "ec031e8f", + "id": "87a155d5", "metadata": { "editable": true }, @@ -2061,7 +2061,7 @@ }, { "cell_type": "markdown", - "id": "1e23a98b", + "id": "7150a0f7", "metadata": { "editable": true }, @@ -2073,7 +2073,7 @@ }, { "cell_type": "markdown", - "id": "092f439f", + "id": "5f0c4288", "metadata": { "editable": true }, @@ -2083,7 +2083,7 @@ }, { "cell_type": "markdown", - "id": "7821f167", + "id": "22c4f5e9", "metadata": { "editable": true }, @@ -2095,7 +2095,7 @@ }, { "cell_type": "markdown", - "id": "f0db9c3f", + "id": "3d80f8d1", "metadata": { "editable": true }, @@ -2105,7 +2105,7 @@ }, { "cell_type": "markdown", - "id": "4231e7b3", + "id": "2812c6e0", "metadata": { "editable": true }, @@ -2117,7 +2117,7 @@ }, { "cell_type": "markdown", - "id": "9685530f", + "id": "5b1f7688", "metadata": { "editable": true }, @@ -2127,7 +2127,7 @@ }, { "cell_type": "markdown", - "id": "754332e6", + "id": "d0659cdb", "metadata": { "editable": true }, @@ -2152,7 +2152,7 @@ }, { "cell_type": "markdown", - "id": "d1de0bff", + "id": "d97607e8", "metadata": { "editable": true }, @@ -2166,7 +2166,7 @@ }, { "cell_type": "markdown", - "id": "05da91c1", + "id": "a0797936", "metadata": { "editable": true }, @@ -2178,7 +2178,7 @@ }, { "cell_type": "markdown", - "id": "0d86fac9", + "id": "7fb21553", "metadata": { "editable": true }, @@ -2191,7 +2191,7 @@ }, { "cell_type": "markdown", - "id": "79de05ce", + "id": "6e23d8b8", "metadata": { "editable": true }, @@ -2205,7 +2205,7 @@ }, { "cell_type": "markdown", - "id": "99a7cbdd", + "id": "49384a7b", "metadata": { "editable": true }, @@ -2217,7 +2217,7 @@ }, { "cell_type": "markdown", - "id": "b8562008", + "id": "5528cbb3", "metadata": { "editable": true }, @@ -2228,7 +2228,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "121709c4", + "id": "e88f453a", "metadata": { "collapsed": false, "editable": true @@ -2267,7 +2267,7 @@ }, { "cell_type": "markdown", - "id": "2aaa7a1a", + "id": "8e84110c", "metadata": { "editable": true }, @@ -2288,7 +2288,7 @@ }, { "cell_type": "markdown", - "id": "7320a543", + "id": "1d0c0da0", "metadata": { "editable": true }, @@ -2308,7 +2308,7 @@ }, { "cell_type": "markdown", - "id": "315e1891", + "id": "d1622d5c", "metadata": { "editable": true }, @@ -2332,7 +2332,7 @@ }, { "cell_type": "markdown", - "id": "251514ec", + "id": "0c1409a3", "metadata": { "editable": true }, @@ -2356,7 +2356,7 @@ }, { "cell_type": "markdown", - "id": "2683f82d", + "id": "b03b50f9", "metadata": { "editable": true }, @@ -2378,7 +2378,7 @@ }, { "cell_type": "markdown", - "id": "99cbd086", + "id": "3d7d6312", "metadata": { "editable": true }, @@ -2391,7 +2391,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "66bdbc15", + "id": "a0be0e50", "metadata": { "collapsed": false, "editable": true @@ -2452,7 +2452,7 @@ }, { "cell_type": "markdown", - "id": "8ff65461", + "id": "862e1382", "metadata": { "editable": true }, @@ -2470,7 +2470,7 @@ }, { "cell_type": "markdown", - "id": "cfea33eb", + "id": "ae0508c9", "metadata": { "editable": true }, @@ -2484,7 +2484,7 @@ }, { "cell_type": "markdown", - "id": "d66fec27", + "id": "343c71ed", "metadata": { "editable": true }, @@ -2497,7 +2497,7 @@ }, { "cell_type": "markdown", - "id": "07f23527", + "id": "360c2a0b", "metadata": { "editable": true }, @@ -2514,7 +2514,7 @@ }, { "cell_type": "markdown", - "id": "508fd5a0", + "id": "6717fc56", "metadata": { "editable": true }, @@ -2526,7 +2526,7 @@ }, { "cell_type": "markdown", - "id": "b59f0ef7", + "id": "ae42141a", "metadata": { "editable": true }, @@ -2545,7 +2545,7 @@ }, { "cell_type": "markdown", - "id": "a91b5064", + "id": "5ac1ecf2", "metadata": { "editable": true }, @@ -2567,7 +2567,7 @@ }, { "cell_type": "markdown", - "id": "cdcc76f1", + "id": "2c6f65ab", "metadata": { "editable": true }, @@ -2582,7 +2582,7 @@ }, { "cell_type": "markdown", - "id": "f9eeac17", + "id": "39e18434", "metadata": { "editable": true }, @@ -2594,7 +2594,7 @@ }, { "cell_type": "markdown", - "id": "20540efa", + "id": "97f3749b", "metadata": { "editable": true }, @@ -2606,7 +2606,7 @@ }, { "cell_type": "markdown", - "id": "8dcab13c", + "id": "3fe39b19", "metadata": { "editable": true }, @@ -2624,7 +2624,7 @@ }, { "cell_type": "markdown", - "id": "755fbc06", + "id": "3b4311db", "metadata": { "editable": true }, @@ -2642,7 +2642,7 @@ }, { "cell_type": "markdown", - "id": "7ce75747", + "id": "57c887ae", "metadata": { "editable": true }, @@ -2652,7 +2652,7 @@ }, { "cell_type": "markdown", - "id": "0a12dc30", + "id": "721547ba", "metadata": { "editable": true }, @@ -2663,7 +2663,7 @@ }, { "cell_type": "markdown", - "id": "a8a34b16", + "id": "607af5b1", "metadata": { "editable": true }, @@ -2681,7 +2681,7 @@ }, { "cell_type": "markdown", - "id": "94dfc4ea", + "id": "cde28144", "metadata": { "editable": true }, @@ -2691,7 +2691,7 @@ }, { "cell_type": "markdown", - "id": "409ffbad", + "id": "98f3cc1d", "metadata": { "editable": true }, @@ -2709,7 +2709,7 @@ }, { "cell_type": "markdown", - "id": "5d3cd473", + "id": "fdb62ce9", "metadata": { "editable": true }, @@ -2719,7 +2719,7 @@ }, { "cell_type": "markdown", - "id": "84df6750", + "id": "23dd2578", "metadata": { "editable": true }, @@ -2731,7 +2731,7 @@ }, { "cell_type": "markdown", - "id": "51251f22", + "id": "440a145c", "metadata": { "editable": true }, @@ -2743,7 +2743,7 @@ }, { "cell_type": "markdown", - 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