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Update: remove seaborn dependency
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jakevdp committed Aug 1, 2018
1 parent 5f455d6 commit 9efa742
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Showing 9 changed files with 630 additions and 499 deletions.
18 changes: 7 additions & 11 deletions notebooks/01-Preliminaries.ipynb
Expand Up @@ -122,12 +122,11 @@
"name": "stdout",
"output_type": "stream",
"text": [
"IPython: 6.1.0\n",
"IPython: 6.2.1\n",
"numpy: 1.13.3\n",
"scipy: 1.0.0\n",
"matplotlib: 2.0.2\n",
"scikit-learn: 0.19.1\n",
"seaborn 0.8.0\n"
"matplotlib: 2.2.2\n",
"scikit-learn: 0.19.1\n"
]
}
],
Expand All @@ -147,10 +146,7 @@
"print('matplotlib:', matplotlib.__version__)\n",
"\n",
"import sklearn\n",
"print('scikit-learn:', sklearn.__version__)\n",
"\n",
"import seaborn\n",
"print('seaborn', seaborn.__version__)"
"print('scikit-learn:', sklearn.__version__)"
]
},
{
Expand All @@ -166,13 +162,13 @@
"source": [
"- **scikit-learn:** http://scikit-learn.org (see especially the narrative documentation)\n",
"- **matplotlib:** http://matplotlib.org (see especially the gallery section)\n",
"- **IPython:** http://ipython.org (also check out http://nbviewer.ipython.org)"
"- **Jupyter:** http://jupyter.org (also check out http://nbviewer.jupyter.org)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"display_name": "Python [default]",
"language": "python",
"name": "python3"
},
Expand All @@ -186,7 +182,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.1"
"version": "3.6.6"
}
},
"nbformat": 4,
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47 changes: 18 additions & 29 deletions notebooks/02.1-Machine-Learning-Intro.ipynb

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87 changes: 34 additions & 53 deletions notebooks/02.2-Basic-Principles.ipynb

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51 changes: 22 additions & 29 deletions notebooks/03.1-Classification-SVMs.ipynb

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65 changes: 29 additions & 36 deletions notebooks/03.2-Regression-Forests.ipynb

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44 changes: 21 additions & 23 deletions notebooks/04.1-Dimensionality-PCA.ipynb

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162 changes: 69 additions & 93 deletions notebooks/04.2-Clustering-KMeans.ipynb

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426 changes: 336 additions & 90 deletions notebooks/04.3-Density-GMM.ipynb

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229 changes: 94 additions & 135 deletions notebooks/05-Validation.ipynb

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