From 343ca0d9bcc49a3646cca0300a7692c79502cbaa Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Wed, 8 Nov 2023 14:44:05 +0100 Subject: [PATCH] update --- doc/LectureNotes/week42.ipynb | 2 +- doc/LectureNotes/week45.ipynb | 31 ++++- doc/pub/week45/ipynb/week45.ipynb | 203 +++++++++++++++++++++++++++++- 3 files changed, 226 insertions(+), 10 deletions(-) diff --git a/doc/LectureNotes/week42.ipynb b/doc/LectureNotes/week42.ipynb index 8d7906a77..f2ff24a99 100644 --- a/doc/LectureNotes/week42.ipynb +++ b/doc/LectureNotes/week42.ipynb @@ -2635,7 +2635,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.9.18" } }, "nbformat": 4, diff --git a/doc/LectureNotes/week45.ipynb b/doc/LectureNotes/week45.ipynb index 5e57b02bb..c46d08607 100644 --- a/doc/LectureNotes/week45.ipynb +++ b/doc/LectureNotes/week45.ipynb @@ -343,10 +343,35 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "id": "08a2ab17", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", @@ -1983,7 +2008,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.9.18" } }, "nbformat": 4, diff --git a/doc/pub/week45/ipynb/week45.ipynb b/doc/pub/week45/ipynb/week45.ipynb index ead5f8ff6..e3cc8a1f2 100644 --- a/doc/pub/week45/ipynb/week45.ipynb +++ b/doc/pub/week45/ipynb/week45.ipynb @@ -307,10 +307,34 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "id": "65061d95", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(426, 30)\n", + "(143, 30)\n", + "Test set accuracy with Logistic Regression: 0.96\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n" + ] + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", @@ -343,10 +367,35 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "id": "08a2ab17", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", @@ -731,10 +780,152 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "id": "2a6f80df", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(426, 30)\n", + "(143, 30)\n", + "[1. 0.86666667 1. 0.92857143 1. 0.85714286\n", + " 1. 0.92857143 0.92857143 1. ]\n", + "Test set accuracy with Logistic Regression: 0.96\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n", + "/opt/homebrew/lib/python3.9/site-packages/sklearn/linear_model/_logistic.py:814: ConvergenceWarning: lbfgs failed to converge (status=1):\n", + "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n", + "\n", + "Increase the number of iterations (max_iter) or scale the data as shown in:\n", + " https://scikit-learn.org/stable/modules/preprocessing.html\n", + "Please also refer to the documentation for alternative solver options:\n", + " https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n", + " n_iter_i = _check_optimize_result(\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n",