From c850472ee0b2950de7f8c1f7b5b2e894678dc463 Mon Sep 17 00:00:00 2001 From: Patrick Hall Date: Mon, 29 May 2023 14:39:52 -0400 Subject: [PATCH] update lecture 2/assignment 2 for 2023 --- .../assignment_2/assign_2_template.ipynb | 14 ++++---------- assignments/tex/assignment_1.pdf | Bin 165713 -> 165727 bytes assignments/tex/assignment_1.tex | 1 - assignments/tex/assignment_2.pdf | Bin 117373 -> 107860 bytes assignments/tex/assignment_2.tex | 9 +++++---- lecture_2.ipynb | 6 +++--- tex/lecture_2.bib | 11 ++++++++++- tex/lecture_2.pdf | Bin 2424325 -> 2173900 bytes tex/lecture_2.tex | 2 ++ 9 files changed, 24 insertions(+), 19 deletions(-) diff --git a/assignments/assignment_2/assign_2_template.ipynb b/assignments/assignment_2/assign_2_template.ipynb index f9e4b42..24e0741 100644 --- a/assignments/assignment_2/assign_2_template.ipynb +++ b/assignments/assignment_2/assign_2_template.ipynb @@ -7,7 +7,7 @@ "source": [ "## License \n", "\n", - "Copyright 2021 Patrick Hall (jphall@gwu.edu)\n", + "Copyright 2021--2023 Patrick Hall (jphall@gwu.edu)\n", "\n", "Licensed under the Apache License, Version 2.0 (the \"License\");\n", "you may not use this file except in compliance with the License.\n", @@ -923,13 +923,7 @@ "Grid search run 19/50:\n", "Training with parameters: {'booster': 'gbtree', 'eval_metric': 'auc', 'nthread': 4, 'objective': 'binary:logistic', 'seed': 12345, 'colsample_bytree': 0.5, 'colsample_bylevel': 0.9, 'eta': 0.05, 'max_depth': 7, 'reg_alpha': 0.005, 'reg_lambda': 0.0005, 'subsample': 0.3, 'min_child_weight': 5, 'gamma': 0.2, 'monotone_constraints': (1, 1, 1, -1, 1, 1, -1, -1, -1, 1)}\n", "---------- ----------\n", - "Grid search run 20/50:\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "Grid search run 20/50:\n", "Training with parameters: {'booster': 'gbtree', 'eval_metric': 'auc', 'nthread': 4, 'objective': 'binary:logistic', 'seed': 12345, 'colsample_bytree': 0.9, 'colsample_bylevel': 0.3, 'eta': 0.05, 'max_depth': 3, 'reg_alpha': 0.05, 'reg_lambda': 0.0005, 'subsample': 0.7, 'min_child_weight': 10, 'gamma': 0.4, 'monotone_constraints': (1, 1, 1, -1, 1, 1, -1, -1, -1, 1)}\n", "---------- ----------\n", "Grid search run 21/50:\n", @@ -2422,7 +2416,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -2436,7 +2430,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.10.6" } }, "nbformat": 4, diff --git a/assignments/tex/assignment_1.pdf b/assignments/tex/assignment_1.pdf index 479b80196a978fb82b7bb151160f23ca77871af2..a786fc643408c436d3b7bab52eeb742256ca2dfc 100644 GIT binary patch delta 36688 zcmZU)Q*fXSu(cc8wr$(C?TKycjX6msnAkQZw(VqM+nCt-zx~%awNKUQtFFH4yH&mV zS@ZF5JMnN-lqwQZjI2zYaFla@hgacPSxHz(oJ?)u1O(ui6)YUB+^tDic{!7vQRx63 zd8b1zw4QfunpF@ja7QjW?3lF`5{Nj^KFNd2_wqU+zAC-ufDYD8m|MpwhB})a8;W;P-hb8A5Bw+Tgy6 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