├── .github ├── ISSUE_TEMPLATE │ ├── ---bug-report.md │ ├── ---documentation-examples.md │ ├── ---feature-request.md │ ├── ---other.md │ └── ---refactor.md └── workflows │ ├── deploy.yml │ ├── format_linter_enforcer.yml │ ├── pull_request.yml │ ├── push_to_main.yml │ └── run_test_suite.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yaml ├── LICENSE ├── README.md ├── cola ├── __init__.py ├── annotations.py ├── backends │ ├── __init__.py │ ├── backends.py │ ├── jax_fns.py │ ├── np_fns.py │ └── torch_fns.py ├── fns.py ├── linalg │ ├── __init__.py │ ├── algorithm_base.py │ ├── decompositions │ │ ├── __init__.py │ │ ├── arnoldi.py │ │ ├── decompositions.py │ │ └── lanczos.py │ ├── eig │ │ ├── __init__.py │ │ ├── eigs.py │ │ ├── iram.py │ │ ├── lobpcg.py │ │ └── power_iteration.py │ ├── inverse │ │ ├── __init__.py │ │ ├── cg.py │ │ ├── gmres.py │ │ ├── inv.py │ │ └── pinv.py │ ├── logdet │ │ ├── __init__.py │ │ └── logdet.py │ ├── preconditioning │ │ └── preconditioners.py │ ├── svd │ │ └── svd.py │ ├── tbd │ │ ├── nullspace.py │ │ ├── qr.py │ │ ├── randomized_svd.py │ │ ├── slq.py │ │ └── svrg.py │ ├── trace │ │ ├── __init__.py │ │ ├── diag_trace.py │ │ └── diagonal_estimation.py │ └── unary │ │ ├── __init__.py │ │ └── unary.py ├── ops │ ├── __init__.py │ ├── operator_base.py │ └── operators.py └── utils │ ├── __init__.py │ ├── custom_autodiff.py │ ├── jax_tqdm.py │ ├── torch_tqdm.py │ ├── utils_for_tests.py │ └── utils_linalg.py ├── docs ├── CoLA_Table1.png ├── CoLA_Table2.png ├── Makefile ├── _static │ ├── logo.svg │ └── style.css ├── _templates │ └── layout.html ├── conf.py ├── contributing.md ├── index.rst ├── notebooks │ ├── 01_algorithms.ipynb │ ├── 03_GPs.ipynb │ ├── 04_Spectral_Clustering.ipynb │ ├── 05_Boundary_Value_PDEs.ipynb │ ├── 06_PDE_Eigenvalue_Problems.ipynb │ ├── 07_second_order_optimization.ipynb │ ├── 08_dispatch_functionality.ipynb │ ├── 09_hessian_spectrum.ipynb │ ├── 10_vmap_jit_grad.ipynb │ ├── About.ipynb │ ├── Adding_Linear_Operators.ipynb │ ├── Device_Allocation.ipynb │ ├── Linalg_operations_walkthrough.ipynb │ ├── Quick_Start.ipynb │ ├── _colab_preamble.ipynb │ ├── colabs │ │ ├── 01_PCA.ipynb │ │ ├── 01_algorithms.ipynb │ │ ├── 02_Linear_Regression.ipynb │ │ ├── 03_GPs.ipynb │ │ ├── 04_Spectral_Clustering.ipynb │ │ ├── 05_Boundary_Value_PDEs.ipynb │ │ ├── 06_PDE_Eigenvalue_Problems.ipynb │ │ ├── 07_second_order_optimization.ipynb │ │ ├── 08_dispatch_functionality.ipynb │ │ ├── 09_hessian_spectrum.ipynb │ │ ├── 10_vmap_jit_grad.ipynb │ │ ├── About.ipynb │ │ ├── Adding_Linear_Operators.ipynb │ │ ├── Device_Allocation.ipynb │ │ ├── Examples_on_Basic_Functionality.ipynb │ │ ├── LinOpIntro.ipynb │ │ ├── Linalg_operations_walkthrough.ipynb │ │ ├── Lower_Precision.ipynb │ │ ├── Quick_Start.ipynb │ │ ├── all.ipynb │ │ ├── sharp_bits.ipynb │ │ ├── tricky_bits.ipynb │ │ └── worksheet.ipynb │ ├── merge_nbs.sh │ ├── tricky_bits.ipynb │ └── worksheet.ipynb ├── package │ ├── cola.annotations.rst │ ├── cola.decompositions.rst │ ├── cola.fns.rst │ ├── cola.linalg.rst │ ├── cola.linear_operators.rst │ └── cola.ops.rst └── requirements.txt ├── pyproject.toml ├── pytest.ini ├── setup.cfg ├── setup.py └── tests ├── algorithms ├── test_arnoldi.py ├── test_cg.py ├── test_gmres.py ├── test_iram.py ├── test_lanczos.py ├── test_lobpcg.py ├── test_precond.py ├── test_qr.py └── test_stochastic_lanczos_quad.py ├── backends └── test_backends.py ├── data ├── 1138_bus.mtx ├── Tre20k.mtx ├── cfd1.mtx └── finan512.mtx ├── linalg ├── inverse │ ├── nonsquare_operator_market.py │ └── test_pinv.py ├── operator_market.py ├── svd │ └── test_svd.py ├── test_diagonal.py ├── test_eig.py ├── test_inverse.py ├── test_logdet.py ├── test_solve.py ├── test_sqrt.py └── test_unary.py ├── test_decomps.py ├── test_linalg.py ├── test_operators.py └── test_pytree.py /.github/ISSUE_TEMPLATE/---bug-report.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/ISSUE_TEMPLATE/---bug-report.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/---documentation-examples.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/ISSUE_TEMPLATE/---documentation-examples.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/---feature-request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/ISSUE_TEMPLATE/---feature-request.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/---other.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/ISSUE_TEMPLATE/---other.md -------------------------------------------------------------------------------- /.github/ISSUE_TEMPLATE/---refactor.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/ISSUE_TEMPLATE/---refactor.md -------------------------------------------------------------------------------- /.github/workflows/deploy.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/workflows/deploy.yml -------------------------------------------------------------------------------- /.github/workflows/format_linter_enforcer.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/workflows/format_linter_enforcer.yml -------------------------------------------------------------------------------- /.github/workflows/pull_request.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/workflows/pull_request.yml -------------------------------------------------------------------------------- /.github/workflows/push_to_main.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/workflows/push_to_main.yml -------------------------------------------------------------------------------- /.github/workflows/run_test_suite.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.github/workflows/run_test_suite.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /.readthedocs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/.readthedocs.yaml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/README.md -------------------------------------------------------------------------------- /cola/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/__init__.py -------------------------------------------------------------------------------- /cola/annotations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/annotations.py -------------------------------------------------------------------------------- /cola/backends/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/backends/__init__.py -------------------------------------------------------------------------------- /cola/backends/backends.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/backends/backends.py -------------------------------------------------------------------------------- /cola/backends/jax_fns.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/backends/jax_fns.py -------------------------------------------------------------------------------- /cola/backends/np_fns.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/backends/np_fns.py -------------------------------------------------------------------------------- /cola/backends/torch_fns.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/backends/torch_fns.py -------------------------------------------------------------------------------- /cola/fns.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/fns.py -------------------------------------------------------------------------------- /cola/linalg/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/__init__.py -------------------------------------------------------------------------------- /cola/linalg/algorithm_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/algorithm_base.py -------------------------------------------------------------------------------- /cola/linalg/decompositions/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/decompositions/__init__.py -------------------------------------------------------------------------------- /cola/linalg/decompositions/arnoldi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/decompositions/arnoldi.py -------------------------------------------------------------------------------- /cola/linalg/decompositions/decompositions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/decompositions/decompositions.py -------------------------------------------------------------------------------- /cola/linalg/decompositions/lanczos.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/decompositions/lanczos.py -------------------------------------------------------------------------------- /cola/linalg/eig/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/eig/__init__.py -------------------------------------------------------------------------------- /cola/linalg/eig/eigs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/eig/eigs.py -------------------------------------------------------------------------------- /cola/linalg/eig/iram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/eig/iram.py -------------------------------------------------------------------------------- /cola/linalg/eig/lobpcg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/eig/lobpcg.py -------------------------------------------------------------------------------- /cola/linalg/eig/power_iteration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/eig/power_iteration.py -------------------------------------------------------------------------------- /cola/linalg/inverse/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/inverse/__init__.py -------------------------------------------------------------------------------- /cola/linalg/inverse/cg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/inverse/cg.py -------------------------------------------------------------------------------- /cola/linalg/inverse/gmres.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/inverse/gmres.py -------------------------------------------------------------------------------- /cola/linalg/inverse/inv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/inverse/inv.py -------------------------------------------------------------------------------- /cola/linalg/inverse/pinv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/inverse/pinv.py -------------------------------------------------------------------------------- /cola/linalg/logdet/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/logdet/__init__.py -------------------------------------------------------------------------------- /cola/linalg/logdet/logdet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/logdet/logdet.py -------------------------------------------------------------------------------- /cola/linalg/preconditioning/preconditioners.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/preconditioning/preconditioners.py -------------------------------------------------------------------------------- /cola/linalg/svd/svd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/svd/svd.py -------------------------------------------------------------------------------- /cola/linalg/tbd/nullspace.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/tbd/nullspace.py -------------------------------------------------------------------------------- /cola/linalg/tbd/qr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/tbd/qr.py -------------------------------------------------------------------------------- /cola/linalg/tbd/randomized_svd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/tbd/randomized_svd.py -------------------------------------------------------------------------------- /cola/linalg/tbd/slq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/tbd/slq.py -------------------------------------------------------------------------------- /cola/linalg/tbd/svrg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/tbd/svrg.py -------------------------------------------------------------------------------- /cola/linalg/trace/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/trace/__init__.py -------------------------------------------------------------------------------- /cola/linalg/trace/diag_trace.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/trace/diag_trace.py -------------------------------------------------------------------------------- /cola/linalg/trace/diagonal_estimation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/trace/diagonal_estimation.py -------------------------------------------------------------------------------- /cola/linalg/unary/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/unary/__init__.py -------------------------------------------------------------------------------- /cola/linalg/unary/unary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/linalg/unary/unary.py -------------------------------------------------------------------------------- /cola/ops/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/ops/__init__.py -------------------------------------------------------------------------------- /cola/ops/operator_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/ops/operator_base.py -------------------------------------------------------------------------------- /cola/ops/operators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/ops/operators.py -------------------------------------------------------------------------------- /cola/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/utils/__init__.py -------------------------------------------------------------------------------- /cola/utils/custom_autodiff.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/utils/custom_autodiff.py -------------------------------------------------------------------------------- /cola/utils/jax_tqdm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/utils/jax_tqdm.py -------------------------------------------------------------------------------- /cola/utils/torch_tqdm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/utils/torch_tqdm.py -------------------------------------------------------------------------------- /cola/utils/utils_for_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/utils/utils_for_tests.py -------------------------------------------------------------------------------- /cola/utils/utils_linalg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/cola/utils/utils_linalg.py -------------------------------------------------------------------------------- /docs/CoLA_Table1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/CoLA_Table1.png -------------------------------------------------------------------------------- /docs/CoLA_Table2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/CoLA_Table2.png -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/_static/logo.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/_static/logo.svg -------------------------------------------------------------------------------- /docs/_static/style.css: -------------------------------------------------------------------------------- 1 | @import url("theme.css"); 2 | 3 | .wy-side-nav-search { 4 | background-color: #fff; 5 | } -------------------------------------------------------------------------------- /docs/_templates/layout.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/_templates/layout.html -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/contributing.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/contributing.md -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/notebooks/01_algorithms.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/01_algorithms.ipynb -------------------------------------------------------------------------------- /docs/notebooks/03_GPs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/03_GPs.ipynb -------------------------------------------------------------------------------- /docs/notebooks/04_Spectral_Clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/04_Spectral_Clustering.ipynb -------------------------------------------------------------------------------- /docs/notebooks/05_Boundary_Value_PDEs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/05_Boundary_Value_PDEs.ipynb -------------------------------------------------------------------------------- /docs/notebooks/06_PDE_Eigenvalue_Problems.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/06_PDE_Eigenvalue_Problems.ipynb -------------------------------------------------------------------------------- /docs/notebooks/07_second_order_optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/07_second_order_optimization.ipynb -------------------------------------------------------------------------------- /docs/notebooks/08_dispatch_functionality.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/08_dispatch_functionality.ipynb -------------------------------------------------------------------------------- /docs/notebooks/09_hessian_spectrum.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/09_hessian_spectrum.ipynb -------------------------------------------------------------------------------- /docs/notebooks/10_vmap_jit_grad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/10_vmap_jit_grad.ipynb -------------------------------------------------------------------------------- /docs/notebooks/About.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/About.ipynb -------------------------------------------------------------------------------- /docs/notebooks/Adding_Linear_Operators.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/Adding_Linear_Operators.ipynb -------------------------------------------------------------------------------- /docs/notebooks/Device_Allocation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/Device_Allocation.ipynb -------------------------------------------------------------------------------- /docs/notebooks/Linalg_operations_walkthrough.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/Linalg_operations_walkthrough.ipynb -------------------------------------------------------------------------------- /docs/notebooks/Quick_Start.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/Quick_Start.ipynb -------------------------------------------------------------------------------- /docs/notebooks/_colab_preamble.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/_colab_preamble.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/01_PCA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/01_PCA.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/01_algorithms.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/01_algorithms.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/02_Linear_Regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/02_Linear_Regression.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/03_GPs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/03_GPs.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/04_Spectral_Clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/04_Spectral_Clustering.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/05_Boundary_Value_PDEs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/05_Boundary_Value_PDEs.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/06_PDE_Eigenvalue_Problems.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/06_PDE_Eigenvalue_Problems.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/07_second_order_optimization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/07_second_order_optimization.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/08_dispatch_functionality.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/08_dispatch_functionality.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/09_hessian_spectrum.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/09_hessian_spectrum.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/10_vmap_jit_grad.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/10_vmap_jit_grad.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/About.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/About.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/Adding_Linear_Operators.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/Adding_Linear_Operators.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/Device_Allocation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/Device_Allocation.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/Examples_on_Basic_Functionality.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/Examples_on_Basic_Functionality.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/LinOpIntro.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/LinOpIntro.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/Linalg_operations_walkthrough.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/Linalg_operations_walkthrough.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/Lower_Precision.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/Lower_Precision.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/Quick_Start.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/Quick_Start.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/all.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/all.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/sharp_bits.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/sharp_bits.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/tricky_bits.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/tricky_bits.ipynb -------------------------------------------------------------------------------- /docs/notebooks/colabs/worksheet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/colabs/worksheet.ipynb -------------------------------------------------------------------------------- /docs/notebooks/merge_nbs.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/merge_nbs.sh -------------------------------------------------------------------------------- /docs/notebooks/tricky_bits.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/tricky_bits.ipynb -------------------------------------------------------------------------------- /docs/notebooks/worksheet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/notebooks/worksheet.ipynb -------------------------------------------------------------------------------- /docs/package/cola.annotations.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/package/cola.annotations.rst -------------------------------------------------------------------------------- /docs/package/cola.decompositions.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/package/cola.decompositions.rst -------------------------------------------------------------------------------- /docs/package/cola.fns.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/package/cola.fns.rst -------------------------------------------------------------------------------- /docs/package/cola.linalg.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/package/cola.linalg.rst -------------------------------------------------------------------------------- /docs/package/cola.linear_operators.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/package/cola.linear_operators.rst -------------------------------------------------------------------------------- /docs/package/cola.ops.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/package/cola.ops.rst -------------------------------------------------------------------------------- /docs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/docs/requirements.txt -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/pyproject.toml -------------------------------------------------------------------------------- /pytest.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/pytest.ini -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/setup.py -------------------------------------------------------------------------------- /tests/algorithms/test_arnoldi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_arnoldi.py -------------------------------------------------------------------------------- /tests/algorithms/test_cg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_cg.py -------------------------------------------------------------------------------- /tests/algorithms/test_gmres.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_gmres.py -------------------------------------------------------------------------------- /tests/algorithms/test_iram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_iram.py -------------------------------------------------------------------------------- /tests/algorithms/test_lanczos.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_lanczos.py -------------------------------------------------------------------------------- /tests/algorithms/test_lobpcg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_lobpcg.py -------------------------------------------------------------------------------- /tests/algorithms/test_precond.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_precond.py -------------------------------------------------------------------------------- /tests/algorithms/test_qr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_qr.py -------------------------------------------------------------------------------- /tests/algorithms/test_stochastic_lanczos_quad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/algorithms/test_stochastic_lanczos_quad.py -------------------------------------------------------------------------------- /tests/backends/test_backends.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/backends/test_backends.py -------------------------------------------------------------------------------- /tests/data/1138_bus.mtx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/data/1138_bus.mtx -------------------------------------------------------------------------------- /tests/data/Tre20k.mtx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/data/Tre20k.mtx -------------------------------------------------------------------------------- /tests/data/cfd1.mtx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/data/cfd1.mtx -------------------------------------------------------------------------------- /tests/data/finan512.mtx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/data/finan512.mtx -------------------------------------------------------------------------------- /tests/linalg/inverse/nonsquare_operator_market.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/inverse/nonsquare_operator_market.py -------------------------------------------------------------------------------- /tests/linalg/inverse/test_pinv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/inverse/test_pinv.py -------------------------------------------------------------------------------- /tests/linalg/operator_market.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/operator_market.py -------------------------------------------------------------------------------- /tests/linalg/svd/test_svd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/svd/test_svd.py -------------------------------------------------------------------------------- /tests/linalg/test_diagonal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/test_diagonal.py -------------------------------------------------------------------------------- /tests/linalg/test_eig.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/test_eig.py -------------------------------------------------------------------------------- /tests/linalg/test_inverse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/test_inverse.py -------------------------------------------------------------------------------- /tests/linalg/test_logdet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/test_logdet.py -------------------------------------------------------------------------------- /tests/linalg/test_solve.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/test_solve.py -------------------------------------------------------------------------------- /tests/linalg/test_sqrt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/test_sqrt.py -------------------------------------------------------------------------------- /tests/linalg/test_unary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/linalg/test_unary.py -------------------------------------------------------------------------------- /tests/test_decomps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/test_decomps.py -------------------------------------------------------------------------------- /tests/test_linalg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/test_linalg.py -------------------------------------------------------------------------------- /tests/test_operators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/test_operators.py -------------------------------------------------------------------------------- /tests/test_pytree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wilson-labs/cola/HEAD/tests/test_pytree.py --------------------------------------------------------------------------------