koaning / scikit-lego

Extra blocks for scikit-learn pipelines.

https://koaning.github.io/scikit-lego/

koaning/scikit-lego Issues

[FEATURE] Add `WANN` to the mix
Updated 2 months ago
[FEATURE] Support multi-output for `TrainOnlyTransformerMixin`
Closed 2 months ago1
[FEATURE] Enable GroupedTransformer to work with .set_output(transform="pandas")
Closed 3 months ago1
[FEATURE] Add `LinearEmbedder` model to the mix.
Updated 3 months ago1
[BUG] regression in grouped estimator
Closed 3 months ago6
[DOCS] Example usage in docstring
Updated 4 months ago18
`decomposition.umap_reconstruction.UMAPOutlierDetection`
Closed 4 months ago5
`decomposition.pca_reconstruction.PCAOutlierDetection`
Closed 4 months ago1
`linear_model.LowessRegression`
Closed 4 months ago
[DOCS] linear_model missing docstrings
Closed 4 months ago2
preprocessing.RepeatingBasisFunction encodes different labels as the same[BUG]
Updated 4 months ago2
[FEATURE] Implement predict proba in ZeroInflatedRegressor()
Closed 4 months ago12
[FEATURE] equivalent to sklearn discovery module
Closed 4 months ago7
[BUG] Fairness regularization
Closed 4 months ago1
[BUG] CI/CD Failing
Closed 4 months ago
[FEATURE] Ability to stratify with cols that contain some Nans values, this way people can hyperparameter tune best imputation methods
Updated 5 months ago1
[FEATURE] Narwhals migration for dataframe-agnostic codebase
Closed 6 months ago23
ModuleNotFoundError: No module named 'narwhals' when using RepeatingBasisFunction
Closed 5 months ago3
[BUG] zero_inflated_regressor.py
Closed 6 months ago1
Delegate Missing Values and Categorical Handling in `GrouperTransformer` and `GrouperPredictor`
Closed 6 months ago6
[DOCS] Missing explanation on how to run the documentation locally
Closed 7 months ago1
[BUG] Rename `transform_train` to `resample`.
Updated 8 months ago8
[DOCS] Document KlusterFoldValidation
Closed 8 months ago3
[DOCS] Proposed addition: Adding a Quickstart or Overall User Guide Landing Page
Updated 8 months ago
[DOCS] Remove netlify docs
Closed 8 months ago2
[DOCS] Latex markdown mixup
Closed 8 months ago1
[DOCS] Add bayesian methods to GMM density page.
Closed 8 months ago
[DOCS] Broken links on Home page to installation and user guide sections
Closed 8 months ago
[FEATURE] Variable number of n_components per class in GMMClassifier
Updated 8 months ago10
Mention other, preferred, packages in docs
Updated 8 months ago3
[BUG] Error when calling predict_proba with GroupedPredictor using shrinkage and global model
Closed 8 months ago3
`HierarchicalPredictor` and `HierarchicalTransformer`
Closed 8 months ago2
[DOCS] Separate page for each meta feature
Closed 9 months ago2
[FEATURE] VarianceThresholdClassifier
Closed 9 months ago1
Broken Deployment
Closed 9 months ago6
[FEATURE] Meta Ordinal Classification
Closed 9 months ago16
[BUG] Install with `sklearn`
Closed 10 months ago
[FEATURE] Switch to `ruff`
Closed a year ago
[FEATURE] Decay functions
Closed a year ago4
[BUG] API Standardization
Closed a year ago2
[BUG] `DeadZoneRegressor` with "constant" effect
Closed a year ago3
[FEATURE] Feature Importance of ZeroInflatedRegressor
Closed a year ago6
[BUG] Cannot use GroupedPredictor with DecayEstimator for fitting 1-feature dataframe
Closed a year ago2
[BUG] GroupedPredictor inconsistency for predict_proba having different classes per group
Closed a year ago3
[DOCS] Add page with users
Updated a year ago2
[FEATURE] `TimeGapSplit` with stride
Updated a year ago2
[DOCS] Model Selection API Rendering
Closed a year ago1
[FEATURE] Outlier or Other Filters for usage in Pipelines
Closed a year ago10
repo-reviews.github.io review added
Closed a year ago
Review added
Closed a year ago