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Commits on Sep 27, 2013

• Merge pull request #1 from tdhopper/master

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Commits on Jul 7, 2013

• Add PCA components to digits datset plot + regenerate solution-free notebooks

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• Typos / wording

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Commits on Jun 17, 2013

• Update housekeeping.py

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Commits on Apr 22, 2013

• fixed spelling errors

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• Update 04 - Large Scale Text Classification for Sentiment Analysis.ipynb

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Commits on Mar 22, 2013

• typo

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• Add video links + various fixes

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Commits on Mar 15, 2013

• Update version numbers

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Commits on Mar 14, 2013

• Remove use of %%time that is not available in IPython 0.13

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• Make ls work under windows as well

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• Use Perceptron as the base linear model for parallel text classification

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• disable covertype loading by default

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• Disable joblib compression on covertype data fetcher

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• Enforce the value of min_df to have the same behavior between 0.13 and 0.14

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• Scalable text classification

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• Function to read the CSV file

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• Out of core text classification

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• More work on scalable text classification

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Commits on Mar 13, 2013

• More work on setup + large scale text classification

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• Working on large text classification

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• Makes it possible to start from the datasets.zip file

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• Move the expected location of the covertype original archive

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• Fetch covertype dataset

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• Remove the patch extraction stuff out of the scope of the tutorial

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• Update to new dataset

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• Script to fetch the data

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• More work on text features

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Commits on Mar 12, 2013

• Make the number of CV iter explicit in solution

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Commits on Mar 11, 2013

• Work on naive bayes exercise

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• Working on the text classif section

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• Always PCA the dataset for visual inspection before starting a predictive modelling session

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• Fix the region in sample conf

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• typo

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Commits on Mar 10, 2013

• Use a small subset of the twenty newsgroups dataset

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