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CHANGELOG.md

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2.0.1 (2020-10-15)

Bug Fixes

  • add check for evalset dim (ba09980)
  • pin memory available for training only (28346c2)
  • specify device (46a301f)
  • torch.load map_location in Py36 fallback (63cb8c4)

2.0.0 (2020-10-13)

Bug Fixes

  • 1000 lines only when env=CI (c557349)
  • add map_location to torch load (c2b560e)
  • load_model fallback to BytesIO for Py3.6 (55c09e5)

Features

  • add check nan and inf (d871406)
  • add easy schedulers (0ae114f)
  • adding callbacks and metrics (1e0daec)
  • refacto models with metrics and callbacks (cc57d62)
  • speedups (5a01359)
  • TabNetMultiTaskClassifier (5764a43)
  • update readme and notebooks (9cb38d2)

1.2.0 (2020-07-01)

Bug Fixes

  • verbosity with schedulers (d6fbf90)

Features

  • add entmax as parameter (96c8a74)
  • allow other optimizer parameters (16d92d5)
  • allow weights sample for regression (d40b02f)
  • save and load tabnet models (9d2d8ae)
  • save params and easy loading (6e22393)

1.1.0 (2020-06-02)

Bug Fixes

  • allow zero layer (e3b5a04)
  • sort by cat_idx into embedding generator (9ab3ad5)
  • update forest_example notebook (8092324)

Features

  • add multi output regression (ffd7c28)
  • add num_workers and drop_last to fit parameters (313d074)
  • remove mask computations from forward (44d1a47)
  • speed boost and code simplification for GBN (1642909)

1.0.6 (2020-04-20)

1.0.5 (2020-03-13)

Bug Fixes

  • remove dead code for plots (f96795f)

Features

  • switch to sparse matrix trick (98910bc)

1.0.4 (2020-02-28)

Bug Fixes

  • allow smaller different nshared and nindependent (4b365a7)
  • sparsemax on train and predict epoch (6f7c0e0)

1.0.3 (2020-02-07)

Bug Fixes

  • map class predictions for XGB results (3747e2f)

Features

  • fix shared layers with independent batchnorm (5f0e43f)

1.0.2 (2020-02-03)

Bug Fixes

  • multiclass prediction mapper (2317c5c)
  • remove deepcopy from shared blocks (123932a)

1.0.1 (2020-01-20)

Bug Fixes

  • regression: fix scheduler (01e46b7)
  • fixing Dockerfile for poetry 1.0 (6c5cdec)
  • importance indexing fixed (a8382c3)
  • local explain all batches (91461fb)
  • regression gpu integration an typos (269b4c5)
  • resolve timer issue and warnings (ecd2cd9)

Features

1.0.0 (2019-12-03)

Bug Fixes

  • deps: update dependency numpy to v1.17.3 (eff6555)
  • deps: update dependency numpy to v1.17.4 (a80cf29)
  • deps: update dependency torch to v1.3.1 (18ec79b)
  • deps: update dependency tqdm to v4.37.0 (f8f04e7)
  • deps: update dependency tqdm to v4.38.0 (0bf45d2)
  • functional balanced version (fab7f16)
  • remove torch warnings (index should be bool) (f5817cf)

Features

  • add gpu dockerfile and adapt makefile (8d14406)
  • update notebooks for new model format (43e2693)

0.1.2 (2019-11-06)

Bug Fixes

  • add softmax to predict_proba (bea966f)
  • correct code linting (ae3098c)
  • float type when output_dim=1 (7bb7dfd)

Features