├── .github └── workflows │ ├── build_docs.yml │ ├── build_wheels.yml │ ├── cuda │ ├── Linux-env.sh │ └── Linux.sh │ ├── cuda_test_and_codecov.sh │ ├── linting.yml │ └── testing.yml ├── .gitignore ├── LICENSE ├── MANIFEST.in ├── README.md ├── codecov.yml ├── doc ├── .gitignore ├── Makefile ├── api_reference │ ├── center_selector.rst │ ├── gsc_losses.rst │ ├── hopt.rst │ ├── index.rst │ ├── kernels.rst │ ├── mmv_ops.rst │ ├── models.rst │ ├── optimization.rst │ ├── options.rst │ ├── outofcore.rst │ ├── preconditioner.rst │ └── sparse.rst ├── conf.py ├── doc-requirements.txt ├── examples │ ├── custom_kernels.ipynb │ ├── examples.rst │ ├── falkon_cv.ipynb │ ├── falkon_mnist.ipynb │ ├── falkon_regression_tutorial.ipynb │ ├── hyperopt.ipynb │ └── logistic_falkon.ipynb ├── get_started.rst ├── index.rst └── install.rst ├── falkon ├── VERSION ├── __init__.py ├── benchmarks │ ├── .gitignore │ ├── README.md │ ├── __init__.py │ ├── cmdline-args.md │ ├── common │ │ ├── __init__.py │ │ ├── benchmark_utils.py │ │ ├── create_weather_dataset.py │ │ ├── datasets.py │ │ ├── error_metrics.py │ │ └── summary.py │ ├── falkon_benchmarks │ │ ├── benchmark_flights.sh │ │ ├── benchmark_flights_cls.sh │ │ ├── benchmark_flk_1gpu.sh │ │ ├── benchmark_higgs.sh │ │ ├── benchmark_millionsongs.sh │ │ ├── benchmark_mnist.sh │ │ ├── benchmark_runner.py │ │ ├── benchmark_susy.sh │ │ ├── benchmark_taxi.sh │ │ ├── benchmark_timit.sh │ │ └── benchmark_yelp.sh │ ├── models │ │ ├── __init__.py │ │ ├── gpflow_model.py │ │ ├── gpytorch_sgpr.py │ │ └── gpytorch_variational_models.py │ ├── run_hgrad_benchmark.sh │ └── timing_benchmarks │ │ ├── lauum_timings.py │ │ ├── lauum_timings.sh │ │ ├── mm_timings.py │ │ ├── mmv_timings.py │ │ ├── mmv_timings.sh │ │ ├── potrf_timings.py │ │ ├── potrf_timings.sh │ │ ├── time_improvements.py │ │ └── time_improvements.sh ├── c_ext │ ├── __init__.py │ ├── _backend.py │ ├── falkon.cpp │ ├── falkon.h │ └── ops │ │ ├── autograd │ │ └── ag_square_norm.cpp │ │ ├── copy_transpose.cpp │ │ ├── copy_transpose.h │ │ ├── copy_triang.cpp │ │ ├── copy_triang.h │ │ ├── cpu │ │ ├── cpu_copy_triang.cpp │ │ ├── cpu_mul_triang.cpp │ │ ├── cpu_potrf.cpp │ │ ├── cpu_sparse_vector_ops.cpp │ │ ├── cpu_square_norm.cpp │ │ └── cpu_vec_mul_triang.cpp │ │ ├── csr2dense.cpp │ │ ├── csr2dense.h │ │ ├── cublas_bindings.cpp │ │ ├── cublas_bindings.h │ │ ├── cuda │ │ ├── cublas_bindings.cu │ │ ├── cublas_bindings.h │ │ ├── cuda_bindings.cu │ │ ├── cuda_copy_transpose.cu │ │ ├── cuda_copy_triang.cu │ │ ├── cuda_csr2dense.cu │ │ ├── cuda_helpers.cuh │ │ ├── cuda_lauum.cu │ │ ├── cuda_mul_triang.cu │ │ ├── cuda_spspmm.cu │ │ ├── cuda_square_norm.cu │ │ ├── cuda_vec_mul_triang.cu │ │ ├── cusolver_bindings.cu │ │ ├── cusolver_bindings.h │ │ └── parallel_potrf.cu │ │ ├── cuda_bindings.cpp │ │ ├── cuda_bindings.h │ │ ├── cusolver_bindings.cpp │ │ ├── cusolver_bindings.h │ │ ├── helpers.h │ │ ├── lauum.cpp │ │ ├── lauum.h │ │ ├── mul_triang.cpp │ │ ├── mul_triang.h │ │ ├── ops.h │ │ ├── potrf.cpp │ │ ├── potrf.h │ │ ├── sparse_vector_ops.cpp │ │ ├── sparse_vector_ops.h │ │ ├── spspmm.cpp │ │ ├── spspmm.h │ │ ├── square_norm.cpp │ │ ├── square_norm.h │ │ ├── vec_mul_triang.cpp │ │ └── vec_mul_triang.h ├── center_selection.py ├── gsc_losses.py ├── hopt │ ├── README.md │ ├── __init__.py │ ├── benchmarking │ │ ├── __init__.py │ │ ├── benchmark_cli.py │ │ ├── runner_gd.py │ │ └── runner_gridsearch.py │ ├── objectives │ │ ├── __init__.py │ │ ├── exact_objectives │ │ │ ├── __init__.py │ │ │ ├── compreg.py │ │ │ ├── gcv.py │ │ │ ├── holdout.py │ │ │ ├── loocv.py │ │ │ ├── new_compreg.py │ │ │ ├── sgpr.py │ │ │ └── utils.py │ │ ├── objectives.py │ │ ├── stoch_objectives │ │ │ ├── __init__.py │ │ │ ├── stoch_new_compreg.py │ │ │ └── utils.py │ │ └── transforms.py │ ├── optimization │ │ ├── __init__.py │ │ ├── gd_train.py │ │ ├── grid_search.py │ │ ├── models.py │ │ └── reporting.py │ └── utils.py ├── kernels │ ├── __init__.py │ ├── diff_kernel.py │ ├── distance_kernel.py │ ├── dot_prod_kernel.py │ ├── keops_helpers.py │ ├── kernel.py │ └── precomputed_kernel.py ├── la_helpers │ ├── __init__.py │ ├── cpu_trsm.py │ ├── cuda_trsm.py │ └── wrapper.py ├── mkl_bindings │ ├── __init__.py │ └── mkl_bind.py ├── mmv_ops │ ├── __init__.py │ ├── fmm.py │ ├── fmmv.py │ ├── fmmv_incore.py │ ├── keops.py │ └── utils.py ├── models │ ├── __init__.py │ ├── falkon.py │ ├── incore_falkon.py │ ├── logistic_falkon.py │ └── model_utils.py ├── ooc_ops │ ├── __init__.py │ ├── ooc_lauum.py │ ├── ooc_potrf.py │ ├── ooc_utils.py │ └── parallel_lauum.py ├── optim │ ├── __init__.py │ └── conjgrad.py ├── options.py ├── preconditioner │ ├── __init__.py │ ├── flk_preconditioner.py │ ├── logistic_preconditioner.py │ ├── pc_utils.py │ └── preconditioner.py ├── sparse │ ├── __init__.py │ ├── sparse_ops.py │ └── sparse_tensor.py ├── tests │ ├── __init__.py │ ├── conftest.py │ ├── gen_random.py │ ├── helpers.py │ ├── naive_kernels.py │ ├── test_chol_prec.py │ ├── test_conjgrad.py │ ├── test_custom_kernel.py │ ├── test_device_copy.py │ ├── test_dim_selectors.py │ ├── test_falkon.py │ ├── test_gsc_losses.py │ ├── test_hopt.py │ ├── test_kernels.py │ ├── test_kernels_sparse.py │ ├── test_logistic_falkon.py │ ├── test_matrix_ops.py │ ├── test_mkl.py │ ├── test_nysel.py │ ├── test_ooc_lauum.py │ ├── test_ooc_potrf.py │ ├── test_sparse.py │ ├── test_stress_multi_core.py │ ├── test_trsm_wrapper.py │ └── test_util.py └── utils │ ├── .gitignore │ ├── __init__.py │ ├── device_copy.py │ ├── devices.py │ ├── fake_queue.py │ ├── helpers.py │ ├── stream_utils.py │ ├── switches.py │ ├── tensor_helpers.py │ ├── threading.py │ └── tictoc.py ├── notebooks ├── Airlines.ipynb ├── BatchKernels.ipynb ├── CreateSmallHiggs.ipynb ├── FalkonRegression.ipynb ├── NycTaxiDataset.ipynb ├── SVM Comparison.ipynb ├── UciDatasets.ipynb └── uci_datasets_download.py ├── pyproject.toml └── setup.py /.github/workflows/build_docs.yml: 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