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).