sklearnef¶
| Release: | 0.1.dev |
|---|---|
| Date: | September 18, 2017 |
sklearnef is an extension library for sklearn, providing density and semi-supervised forests written in Python.
Installation¶
Reference¶
sklearn.ensemble: Ensemble methods (decision forests)¶
The sklearnef.ensemble module includes ensemble-based methods for density learning and semi-supervised classification.
| ensemble.DensityForest([n_estimators, ...]) | A forest based density estimator. |
| ensemble.SemiSupervisedRandomForestClassifier([...]) | A forest based semi-supervised classifier. |
sklearn.tree: Decision trees¶
The sklearnef.tree module includes decision tree-based models for density learning and semi-supervised classification, as well as some density classes for further operations on density trees.
| tree.DensityTree([criterion, splitter, ...]) | A tree for density estimation. |
| tree.SemiSupervisedDecisionTreeClassifier([...]) | A tree for semi-supervised classification. |
| tree.GoodnessOfFit(cdf, X) | |
| tree.MECDF(X) |