ExamplesΒΆ

../_images/sphx_glr_plot_accelerated_thumb.png

Effect of acceleration in gradient descent

../_images/sphx_glr_plot_group_lasso_thumb.png

Group Lasso regularization

../_images/sphx_glr_plot_sparse_nuclear_norm_thumb.png

Estimating a sparse and low rank matrix

../_images/sphx_glr_plot_tv_deblurring_thumb.png

Total variation regularization

../_images/sphx_glr_plot_overlapping_group_lasso_thumb.png

Group lasso with overlap

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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copt

Optimization in Python

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  • Gradient-based methods
  • Loss functions
  • Datasets
  • Examples
    • Effect of acceleration in gradient descent
    • Group Lasso regularization
    • Estimating a sparse and low rank matrix
    • Total variation regularization
    • Group lasso with overlap

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