scikit-learn
https://github.com/scikit-learn/scikit-learn
Python
scikit-learn: machine learning in Python
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- Issues
- Programatically finding all supported solvers and losses for an estimator
- All tests in `check_estimator` are disabled if `X_types` does not include `"2darray"`
- RFC design of random_state
- TREE: warm_start with ccp_alpha
- data leak in GBDT due to warm start
- TREE: public function/method to return a new estimator with a new ccp_alpha
- `prange` in trees
- [QST] Updating indices creation for split
- Isolation Forest executes single-threaded during prediction
- `RidgeCV` `cv_values_` are for preprocessed data: centered and scaled by sample weights.
- Docs
- Python not yet supported