Commit 0990b43

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• .gitignore
• ch03_2nd
  • README.md
  • data/toy
    • 01.txt
    • 02.txt
    • 03.txt
    • 04.txt
    • 05.txt
  • noise_analysis.py
  • plot_kmeans_example.py
  • rel_post_01.py
  • rel_post_20news.py
  • tfidf.py
  • utils.py
• ch03
  • .gitignore
  • chapter_03.ipynb
  • data
    • .gitignore
    • download.sh
• ch04_3rd
  • chapter_04.ipynb
• ch04
  • .gitignore
  • README.rst
  • blei_lda.py
  • build_lda.py
  • chapter_04.ipynb
  • data
    • download.sh
  • wikitopics_plot.py
  • wordcloud.py
• ch05_2nd
  • PosTagFreqVectorizer.py
  • README.md
  • chose_instances.py
  • classify.py
  • data.py
  • log_reg_example.py
  • so_xml_to_tsv.py
  • utils.py
• ch05_3rd
  • chapter_05.ipynb
• ch05
  • chapter_05.ipynb
• ch06_2nd
  • 01_start.py
  • 02_tuning.py
  • 03_clean.py
  • 04_sent.py
  • README.md
  • data
    • corpus.csv
    • missing.tsv
    • not_authorized.tsv
  • install.py
  • twitterauth.py
  • utils.py
• ch06
  • chapter_06.ipynb
  • data/toy
    • 01.txt
    • 02.txt
    • 03.txt
    • 04.txt
    • 05.txt
• ch07
  • README.rst
  • Recommendations.ipynb
  • apriori
    • .gitignore
    • apriori.py
    • apriori_example.py
    • apriori_naive.py
    • download.sh
  • boston1.py
  • boston1numpy.py
  • boston_cv_penalized.py
  • data
    • .gitignore
    • download.sh
  • figure1_2.py
  • figure3.py
  • figure4.py
  • lasso_path_plot.py
  • load_ml100k.py
  • lr10k.py
  • predict10k_en.py
  • stacked.py
• ch08
  • .ipynb_checkpoints
    • chapter_08-checkpoint.ipynb
  • README.rst
  • all_correlations.py
  • apriori
    • histogram.py
  • averaged.py
  • chapter.py
  • chapter_08.ipynb
  • corrneighbours.py
  • data
    • .gitignore
    • download.sh
  • figure3.py
  • norm.py
  • regression.py
  • similar_movie.py
• ch09_2nd
  • 01_fft_based_classifier.py
  • 02_ceps_based_classifier.py
  • Makefile
  • ceps.py
  • fft.py
  • utils.py
• ch09
  • chapter_09.ipynb
  • data
    • corpus.csv
    • missing.tsv
    • not_authorized.tsv
  • twitterauth.py
• ch10
  • .gitignore
  • README.rst
  • Topic modeling.ipynb
  • chapter.py
  • data
    • .gitignore
    • download_ap.sh
    • download_wp.sh
    • preprocess-wikidata.sh
  • figure10.py
  • large_classification.py
  • lena-ring.py
  • neighbors.py
  • simple_classification.py
  • threshold.py
  • thresholded_figure.py
  • wikitopics_create.py
  • wikitopics_create_hdp.py
• ch11_2nd
  • demo_corr.py
  • demo_mds.py
  • demo_mi.py
  • demo_pca.py
  • demo_rfe.py
  • utils.py
• ch11_3rd
  • chapter_11.ipynb
• ch11
  • chapter_11.ipynb
• ch12_3rd
  • chapter_12.ipynb
• ch12
  • .gitignore
  • Computer Vision.ipynb
  • README.rst
  • download.sh
  • features.py
  • forest.jpeg
  • scene00.jpg
• ch13_3rd
  • chapitre_13.ipynb
  • simple_breakout.py
  • tf_breakout.py
• ch14
  • .gitignore
  • README.rst
  • chapter.py
  • features.py
  • image-classification.py
  • jugfile.py
  • run-image-classification.sh
  • run-jugfile.sh
  • setup-aws.txt