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Installation

Some extensions need optional dependencies. Use the install command on the extension’s overview page, or install the optional extras together:
For survival analysis, also install scikit-survival:

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Reference topics

Interpretability

Browse the reference for interpretability.

Conformal prediction with missing data

Browse the reference for conformal prediction with missing data.

Hurdle regression

Browse the reference for hurdle regression.

Many-class classification

Browse the reference for many-class classification.

Embeddings

Browse the reference for embeddings.

Images

Browse the reference for images.

Unsupervised learning

Browse the reference for unsupervised learning.

Energy-based data generation

Browse the reference for energy-based data generation.

Bayesian optimization

Browse the reference for bayesian optimization.

Conditional randomization tests

Browse the reference for conditional randomization tests.

Survival analysis

Browse the reference for survival analysis.

Experiments

Browse the reference for experiments.

Scoring

Browse the reference for scoring.

Utilities

Browse the reference for utilities.