drift

mirror of https://github.com/webclinic017/drift.git synced 2026-07-27 18:57:55 +00:00

Files

T

Mark Aron Szulyovszky 6b26643ece feat(Transformations): replaced feature selection pre-processing step with online version (with cache) (#170 )

* feat(Transformations): removed feature-selection pre-processing step completely

* fix(Core): removed unnecessary `original_X`

* fix(Transformations): use the X_expanding_window to transform subsequent data

* fix(RFE): should check for model correctly

* fix(Config): only re-train the model every 40 timestamp

* fix(MetaLabeling): pass in the correct X to meta-labeling step

* fix(Transformation): PCA should at least keep as many features as sliding_window_size

* feat(Transformations): cache transformations across the same asset

* fix(Tests): missing preloaded_transformations arg

* chore(Config): got rid of unnecessary 'classification_models' and 'regression_models' dictionary keys

2022-01-17 11:43:51 +01:00

pytorch

feat(Models): added lightGBM, moved other models to separate files (#128 )

2022-01-08 12:02:42 +01:00

average.py

feat(Transformations): replaced feature selection pre-processing step with online version (with cache) (#170 )

2022-01-17 11:43:51 +01:00

base.py

feat(Transformations): replaced feature selection pre-processing step with online version (with cache) (#170 )

2022-01-17 11:43:51 +01:00

model_map.py

feat(Transformations): replaced feature selection pre-processing step with online version (with cache) (#170 )