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mcrovella's
repositories
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conv-demo
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data
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docs
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figs
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01-Intro-to-Python.ipynb
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02A-Git-Jupyter.ipynb
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02B-Pandas.ipynb
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03-Probability-and-Statistics-Refresher.ipynb
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04-Linear-Algebra-Refresher.ipynb
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05-Distances-Timeseries.ipynb
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06-Clustering-I-kmeans.ipynb
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07-Clustering-II-in-practice.ipynb
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08-Clustering-III-hierarchical.ipynb
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09-Clustering-IV-GMM-EM.ipynb
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10-Low-Rank-and-SVD.ipynb
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11-Dimensionality-Reduction-SVD-II.ipynb
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12-Anomaly-Detection-SVD-III.ipynb
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13-Learning-From-Data.ipynb
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14-Classification-I-Decision-Trees.ipynb
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15-Classification-II-kNN.ipynb
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16-Classification-III-NB-SVM.ipynb
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17-Regression-I-Linear.ipynb
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18-Regression-II-Logistic.ipynb
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19-Regression-III-More-Linear.ipynb
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20-Recommender-Systems.ipynb
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21-Networks-I.ipynb
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22-Networks-II-Centrality-Clustering.ipynb
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23-Gradient-Descent-Archive.ipynb
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23-NN-I-Gradient-Descent.ipynb
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24-NN-II-Backprop.ipynb
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25-NN-III-CNNs.ipynb
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.gitignore
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DS701-env.yml
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Dockerfile
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MF.py
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Makefile
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README.md
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_config.yml
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_toc.yml
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als.py
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common.py
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environment-dev.yml
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laUtilities.py
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landing-page.md
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lmafit.py
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ln_preamble.py
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requirements.in
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slideUtilities.py
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