Example Gallery¶

Miscellaneous examples¶

Miscellaneous and introductory examples for copt.

../_images/sphx_glr_plot_jax_copt_thumb.png

Combining COPT with JAX¶

../_images/sphx_glr_plot_accelerated_thumb.png

Accelerated gradient descent¶

../_images/sphx_glr_plot_saga_vs_svrg_thumb.png

../_images/sphx_glr_plot_group_lasso_thumb.png

Group Lasso regularization¶

Frank-Wolfe¶

Examples based on the Frank-Wolfe algorithm

../_images/sphx_glr_plot_sparse_benchmark_thumb.png

Benchmark of Frank-Wolfe variants for sparse logistic regression¶

../_images/sphx_glr_plot_sparse_benchmark_pairwise_thumb.png

Benchmark of Pairwise Frank-Wolfe variants for sparse logistic regression¶

../_images/sphx_glr_plot_vertex_overlap_thumb.png

Update Direction Overlap in Frank-Wolfe¶

../_images/sphx_glr_plot_sfw_real_data_thumb.png

Comparison of variants of Stochastic FW on real data¶

../_images/sphx_glr_plot_sfw_thumb.png

Comparison of variants of Stochastic FW¶

Proximal Splitting¶

Examples that use proximal splitting methods.

../_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¶

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