API Documentation¶
Estimators¶
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ElasticNet scikit-learn estimator based on Celer solver |
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ElasticNetCV scikit-learn estimator based on Celer solver |
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Group Lasso scikit-learn estimator based on Celer solver |
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GroupLassoCV scikit-learn estimator based on Celer solver |
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Lasso scikit-learn estimator based on Celer solver |
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LassoCV scikit-learn estimator based on Celer solver |
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Sparse Logistic regression scikit-learn estimator based on Celer solver. |
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MultiTaskLasso scikit-learn estimator based on Celer solver |
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MultiTaskLassoCV scikit-learn estimator based on Celer solver |
Functions¶
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Compute optimization path with Celer as inner solver. |
Datasets fetchers¶
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Generate correlated design matrix with decaying correlation rho**|i-j|. |
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Get a datasest from ML UCI database. |
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This function is deprecated, we now rely on the libsvmdata package. |
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Get design matrix and observation for the climate dataset. |