lemma-osu / sknnr

scikit-learn compatible estimators for various kNN imputation methods

https://sknnr.readthedocs.io

lemma-osu/sknnr Issues

Test all Python versions with Hatch 1.8.0
Closed 9 days ago3
List all estimator parameters for grid search compatability
Closed 21 days ago1
Expose dataset loading functions as public API
Closed a month ago3
Change installed name to `sknnr`
Closed 5 months ago9
Set up docs
Closed 10 months ago3
Design and implementation of random forest nearest neighbors (RF-NN)
Updated 10 months ago2
Refactor `CCA` and `CCorA` classes to reduce repeated operations
Updated a year ago
Replace existing port tests with automated regression tests
Updated a year ago6
`list.index` accidentally stored as `dataframe_index_in_`
Closed a year ago3
Test estimators with `y_fit` data
Closed a year ago5
Refactor transformed estimators
Closed a year ago6
Independent predict and score methods for KNeighborsRegressor derived estimators
Closed a year ago10
Using properties as accessors in CCA/CCorA leads to slow run times
Closed a year ago9
Add ruff to pre-commit hooks
Closed a year ago9
Get all `sklearn` estimator checks passing
Closed a year ago1
Support use of reduced number of axes in CCorATransformer, CCATransformer
Closed a year ago1
Licensing
Updated a year ago2
Add typing
Updated a year ago
Decide how to handle fitting, prediction, and ID data
Closed a year ago15
Add load functions for example datasets
Closed a year ago7
Possibility of using built-in Mahalanobis distance
Closed a year ago4
Warning when fitting transformed estimator with dataframe with no feature names
Closed a year ago5
Simplify fit parameters for `CCATransformer` and `CCorATransformer`?
Closed a year ago4
Test accuracy of `predict` methods
Closed a year ago5
Unwanted double transformation using TransformedKNeighborsMixin.predict
Closed a year ago8
Make estimators compatible with `pandas` dataframes?
Closed a year ago3
Transformed regressors drop dataframe feature names
Closed a year ago26
Finalize naming conventions for estimators and package
Closed a year ago15
Support continuous multioutput targets
Closed a year ago5
pyproject.toml and build system
Closed a year ago
Add docstrings and lint them
Updated a year ago2
Set up dev tools
Closed a year ago3