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celer 0.7.5dev0 documentation
celer 0.7.5dev0 documentation
  • Get started
  • API Documentation
    • celer.ElasticNet
    • celer.ElasticNetCV
    • celer.GroupLasso
    • celer.GroupLassoCV
    • celer.Lasso
    • celer.LassoCV
    • celer.LogisticRegression
    • celer.MultiTaskLasso
    • celer.MultiTaskLassoCV
    • celer.celer_path
    • celer.datasets.make_correlated_data
    • celer.datasets.fetch_ml_uci
    • celer.datasets.fetch_libsvm
    • celer.datasets.fetch_climate
  • Become a contributor
  • Examples Gallery
    • Run LassoCV for cross-validation on the Leukemia dataset
    • Lasso path computation on Leukemia dataset
    • Compare LogisticRegression solver with sklearn’s liblinear backend
    • Run MultitaskLassoCV and compare performance with scikit-learn
    • Run GroupLasso and GroupLasso CV for structured sparse recovery
    • Lasso path computation on Finance/log1p dataset
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Examples Gallery¶

Run LassoCV for cross-validation on the Leukemia dataset

Run LassoCV for cross-validation on the Leukemia dataset

Lasso path computation on Leukemia dataset

Lasso path computation on Leukemia dataset

Compare LogisticRegression solver with sklearn’s liblinear backend

Compare LogisticRegression solver with sklearn's liblinear backend

Run MultitaskLassoCV and compare performance with scikit-learn

Run MultitaskLassoCV and compare performance with scikit-learn

Run GroupLasso and GroupLasso CV for structured sparse recovery

Run GroupLasso and GroupLasso CV for structured sparse recovery

Lasso path computation on Finance/log1p dataset

Lasso path computation on Finance/log1p dataset

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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