Improved json reading to support True and False
Merge branch 'kaggle-submission-script' into develop
Improved map to synsets, added tests
Merge branch 'synset-features' into develop
Improved vectorization options
Moved around the extraction phase to ease experimentation and to make room to the matrix munching stuff
Bug fix: shuffling was not consistent between different runs (set/dict salt in python 3.3)
Added a transformation that uses the Harvard Inquirer Lexical corpus
Changed the way tranformation works: now they dont include original words
Updated requirements to use the new version of scikit-learn adn updated the install stub
Added some feature squeezing and extra tokenization step to deal with not-so-preprocessed text as input
Added map to inquirer to predictor
Improved text extraction by adding lowercasing, simplyfies code down stream
Refactored predictor to include new feature extraction stages
Bug fix copy&paste. Decoupled extraction from classifier to ease experimentation. Introduced train size limit
Added randomforest and minor fixes
Added cross validation script
Merge branch 'improve-predictor' into develop