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Pushing the docs to dev/ for branch: main, commit 58263588fd91e0fb4d3e7360143920d4ba3d9763
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dev/.buildinfo

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# Sphinx build info version 1
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# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
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config: aaa03407e565205bf8dcc7059fb30973
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config: 6fc38dc842f8ee47e0363416a338bea9
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tags: 645f666f9bcd5a90fca523b33c5a78b7
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dev/_downloads/8ed2480d8058dc8515097893b64d815b/plot_permutation_tests_for_classification.ipynb

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},
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"outputs": [],
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"source": [
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"import matplotlib.pyplot as plt\n\nfig, ax = plt.subplots()\n\nax.hist(perm_scores_iris, bins=20, density=True)\nax.axvline(score_iris, ls=\"--\", color=\"r\")\nscore_label = f\"Score on original\\ndata: {score_iris:.2f}\\n(p-value: {pvalue_iris:.3f})\"\nax.text(0.7, 10, score_label, fontsize=12)\nax.set_xlabel(\"Accuracy score\")\n_ = ax.set_ylabel(\"Probability\")"
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"import matplotlib.pyplot as plt\n\nfig, ax = plt.subplots()\n\nax.hist(perm_scores_iris, bins=20, density=True)\nax.axvline(score_iris, ls=\"--\", color=\"r\")\nscore_label = f\"Score on original\\ndata: {score_iris:.2f}\\n(p-value: {pvalue_iris:.3f})\"\nax.text(0.7, 10, score_label, fontsize=12)\nax.set_xlabel(\"Accuracy score\")\n_ = ax.set_ylabel(\"Probability density\")"
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{
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},
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"outputs": [],
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"source": [
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"fig, ax = plt.subplots()\n\nax.hist(perm_scores_rand, bins=20, density=True)\nax.set_xlim(0.13)\nax.axvline(score_rand, ls=\"--\", color=\"r\")\nscore_label = f\"Score on original\\ndata: {score_rand:.2f}\\n(p-value: {pvalue_rand:.3f})\"\nax.text(0.14, 7.5, score_label, fontsize=12)\nax.set_xlabel(\"Accuracy score\")\nax.set_ylabel(\"Probability\")\nplt.show()"
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"fig, ax = plt.subplots()\n\nax.hist(perm_scores_rand, bins=20, density=True)\nax.set_xlim(0.13)\nax.axvline(score_rand, ls=\"--\", color=\"r\")\nscore_label = f\"Score on original\\ndata: {score_rand:.2f}\\n(p-value: {pvalue_rand:.3f})\"\nax.text(0.14, 7.5, score_label, fontsize=12)\nax.set_xlabel(\"Accuracy score\")\nax.set_ylabel(\"Probability density\")\nplt.show()"
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]
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},
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{

dev/_downloads/be7fb5ee9d7dc0c4fb277110eef3566a/plot_permutation_tests_for_classification.py

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score_label = f"Score on original\ndata: {score_iris:.2f}\n(p-value: {pvalue_iris:.3f})"
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ax.text(0.7, 10, score_label, fontsize=12)
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ax.set_xlabel("Accuracy score")
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_ = ax.set_ylabel("Probability")
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_ = ax.set_ylabel("Probability density")
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# %%
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# Random data
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score_label = f"Score on original\ndata: {score_rand:.2f}\n(p-value: {pvalue_rand:.3f})"
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ax.text(0.14, 7.5, score_label, fontsize=12)
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ax.set_xlabel("Accuracy score")
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ax.set_ylabel("Probability")
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ax.set_ylabel("Probability density")
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plt.show()
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# %%

dev/_downloads/scikit-learn-docs.zip

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