v0.0.13

Changes

Tabular

• Added model distillation @jwmueller (#547).
• Added FAISS KNN model @brc7 (#557).
• Refactored Feature Generation (Part 1) @Innixma (#578).
• Added extra_info argument to predictor.leaderboard @Innixma (#605).
• Optimized out-of-fold feature memory usage by 50% @Innixma (#588).
• Added confusion matrix to predictor.evaluate_predictions() output @alan-aipe (#571).
• Improved output directory generation robustness @songqiang (#620).
• Improved stability on large datasets by reducing maximum memory usage ratio of RF, XT, and KNN models @Innixma (#630).

Text

• Added TextPrediction Task @sxjscience (#556).

General

• Added mxnet 1.7 support @sxjscience (#546).
• Numerous bug fixes @Innixma, @jwmueller, @sxjscience, @zhreshold, @yongzhengqi, (#559, #568, #577, #590, #592, #597, #600, #604, #621, #625, #629).
• Documentation improvements @jwmueller, @sxjscience, @songqiang, @Bharat123rox (#554, #561, #585, #609, #628, #631).