├── .gitattributes ├── .github └── workflows │ ├── gh_pages.yml │ └── main.yml ├── .gitignore ├── MANIFEST.in ├── Makefile ├── README.rst ├── benchmarks ├── bench_amazon7.py ├── bench_dual_cd.py ├── bench_fista.py ├── bench_sag.py ├── bench_shrinking_dual_cd.py ├── bench_shrinking_primal_cd.py ├── bench_svrg.py └── bench_warm_start.py ├── doc ├── Makefile ├── _static │ └── lightning.css ├── conf.py ├── index.rst ├── intro.rst ├── make.bat ├── references.rst └── requirements.txt ├── download.sh ├── examples ├── README.rst ├── document_classification_news20.py ├── plot_1d_total_variation.py ├── plot_l2_solvers.py ├── plot_robust_regression.py ├── plot_sample_weight.py ├── plot_sgd_loss_functions.py ├── plot_sparse_non_linear.py ├── plot_svrg.py └── trace.py ├── lightning ├── __init__.py ├── classification.py ├── datasets.py ├── impl │ ├── __init__.py │ ├── adagrad.py │ ├── adagrad_fast.pyx │ ├── base.py │ ├── dataset_fast.pxd │ ├── dataset_fast.pyx │ ├── datasets │ │ ├── __init__.py │ │ ├── loaders.py │ │ ├── samples_generator.py │ │ ├── tests │ │ │ ├── __init__.py │ │ │ └── test_samples_generator.py │ │ └── utils.py │ ├── dual_cd.py │ ├── dual_cd_fast.pyx │ ├── fista.py │ ├── loss_fast.pyx │ ├── penalty.py │ ├── prank.py │ ├── prank_fast.pyx │ ├── primal_cd.py │ ├── primal_cd_fast.pyx │ ├── primal_newton.py │ ├── prox_fast.pxd │ ├── prox_fast.pyx │ ├── randomkit │ │ ├── __init__.py │ │ ├── random_fast.pxd │ │ ├── random_fast.pyx │ │ ├── randomkit.c │ │ ├── randomkit.h │ │ ├── setup.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ └── test_random.py │ ├── sag.py │ ├── sag_fast.pxd │ ├── sag_fast.pyx │ ├── sdca.py │ ├── sdca_fast.pyx │ ├── setup.py │ ├── sgd.py │ ├── sgd_fast.pxd │ ├── sgd_fast.pyx │ ├── svrg.py │ ├── svrg_fast.pyx │ └── tests │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── test_adagrad.py │ │ ├── test_dataset.py │ │ ├── test_dual_cd.py │ │ ├── test_fista.py │ │ ├── test_penalty.py │ │ ├── test_prank.py │ │ ├── test_primal_cd.py │ │ ├── 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