├── .circleci └── config.yml ├── .clang-format ├── .codecov.yml ├── .coveragerc ├── .ctags.d ├── .gitattributes ├── .github ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug-report.yml │ ├── config.yml │ ├── documentation.yml │ ├── feature-request.yml │ └── post-install.yml ├── PULL_REQUEST_TEMPLATE.md ├── actions │ └── action.yml ├── pr-prefix-labeler.yml └── workflows │ ├── build_test.yml │ ├── circleci.yml │ ├── cygwin.yml │ ├── docker.yml │ ├── gitpod.yml │ ├── labeler.yml │ └── wheels.yml ├── .gitignore ├── .gitmodules ├── .gitpod.yml ├── .hadolint.yaml ├── .lgtm.yml ├── .mailmap ├── .travis.yml ├── CITATION.bib ├── INSTALL.rst.txt ├── LICENSE.txt ├── LICENSES_bundled.txt ├── MANIFEST.in ├── README.md ├── THANKS.txt ├── azure-pipelines.yml ├── azure-steps-windows.yml ├── benchmarks ├── README.rst ├── asv.conf.json ├── asv_compare.conf.json.tpl ├── asv_pip_nopep517.py ├── benchmarks │ ├── __init__.py │ ├── bench_app.py │ ├── bench_array_coercion.py │ ├── bench_core.py │ ├── bench_function_base.py │ ├── bench_import.py │ ├── bench_indexing.py │ ├── bench_io.py │ ├── bench_itemselection.py │ ├── bench_lib.py │ ├── bench_linalg.py │ ├── bench_ma.py │ ├── bench_overrides.py │ ├── bench_random.py │ ├── bench_records.py │ ├── bench_reduce.py │ ├── bench_scalar.py │ ├── bench_shape_base.py │ ├── bench_trim_zeros.py │ ├── bench_ufunc.py │ ├── bench_ufunc_strides.py │ └── common.py └── numpy-gol.py ├── branding └── logo │ ├── logoguidelines.md │ ├── logomark │ ├── numpylogoicon.png │ ├── numpylogoicon.svg │ ├── numpylogoicondark.png │ └── numpylogoiconlight.png │ ├── primary │ ├── numpylogo.png │ ├── numpylogo.svg │ ├── numpylogodark.png │ └── numpylogolight.png │ └── secondary │ ├── numpylogo2.png │ ├── numpylogo2.svg │ ├── numpylogo2dark.png │ └── numpylogo2light.png ├── doc ├── BRANCH_WALKTHROUGH.rst ├── C_STYLE_GUIDE.rst.txt ├── DISTUTILS.rst.txt ├── EXAMPLE_DOCSTRING.rst.txt ├── HOWTO_DOCUMENT.rst.txt ├── HOWTO_RELEASE.rst.txt ├── Makefile ├── Py3K.rst.txt ├── RELEASE_WALKTHROUGH.rst.txt ├── TESTS.rst.txt ├── changelog │ ├── 1.12.0-changelog.rst │ ├── 1.12.1-changelog.rst │ ├── 1.13.0-changelog.rst │ ├── 1.13.1-changelog.rst │ ├── 1.13.2-changelog.rst │ ├── 1.13.3-changelog.rst │ ├── 1.14.0-changelog.rst │ ├── 1.14.1-changelog.rst │ ├── 1.14.2-changelog.rst │ ├── 1.14.3-changelog.rst │ ├── 1.14.4-changelog.rst │ ├── 1.14.5-changelog.rst │ ├── 1.14.6-changelog.rst │ ├── 1.15.0-changelog.rst │ ├── 1.15.1-changelog.rst │ ├── 1.15.2-changelog.rst │ ├── 1.15.3-changelog.rst │ ├── 1.15.4-changelog.rst │ ├── 1.16.0-changelog.rst │ ├── 1.16.1-changelog.rst │ ├── 1.16.2-changelog.rst │ ├── 1.16.3-changelog.rst │ ├── 1.16.4-changelog.rst │ ├── 1.16.5-changelog.rst │ ├── 1.16.6-changelog.rst │ ├── 1.17.0-changelog.rst │ ├── 1.17.1-changelog.rst │ ├── 1.17.2-changelog.rst │ ├── 1.17.3-changelog.rst │ ├── 1.17.4-changelog.rst │ ├── 1.17.5-changelog.rst │ ├── 1.18.0-changelog.rst │ ├── 1.18.1-changelog.rst │ ├── 1.18.2-changelog.rst │ ├── 1.18.3-changelog.rst │ ├── 1.18.4-changelog.rst │ ├── 1.18.5-changelog.rst │ ├── 1.19.0-changelog.rst │ ├── 1.19.1-changelog.rst │ ├── 1.19.2-changelog.rst │ ├── 1.19.3-changelog.rst │ ├── 1.19.4-changelog.rst │ ├── 1.19.5-changelog.rst │ ├── 1.20.0-changelog.rst │ ├── 1.20.1-changelog.rst │ ├── 1.20.2-changelog.rst │ ├── 1.20.3-changelog.rst │ ├── 1.21.0-changelog.rst │ ├── 1.21.1-changelog.rst │ ├── 1.21.2-changelog.rst │ ├── 1.21.3-changelog.rst │ ├── 1.21.4-changelog.rst │ ├── 1.21.5-changelog.rst │ ├── 1.22.0-changelog.rst │ ├── 1.22.1-changelog.rst │ └── 1.22.2-changelog.rst ├── conftest.py ├── example.py ├── neps │ ├── .gitignore │ ├── Makefile │ ├── _static │ │ ├── casting_flow.svg │ │ ├── dtype_hierarchy.svg │ │ ├── nep-0000.png │ │ ├── nep-0040_dtype-hierarchy.png │ │ ├── nep-0041-mindmap.svg │ │ ├── nep-0041-type-sketch-no-fonts.svg │ │ ├── nep-0041-type-sketch.svg │ │ ├── nep-0047-casting-rules-lattice.png │ │ ├── nep-0047-library-dependencies.png │ │ ├── nep-0047-scope-of-array-API.png │ │ ├── nep0013_image1.png │ │ ├── nep0013_image2.png │ │ ├── nep0013_image3.png │ │ ├── nep43-sketch-with-text.svg │ │ └── nep43-sketch.svg │ ├── accepted.rst.tmpl │ ├── conf.py │ ├── content.rst │ ├── deferred.rst.tmpl │ ├── finished.rst.tmpl │ ├── index.rst │ ├── meta.rst.tmpl │ ├── nep-0000.rst │ ├── nep-0001-npy-format.rst │ ├── nep-0002-warnfix.rst │ ├── nep-0003-math_config_clean.rst │ ├── nep-0004-datetime-proposal3.rst │ ├── nep-0005-generalized-ufuncs.rst │ ├── nep-0006-newbugtracker.rst │ ├── nep-0007-datetime-proposal.rst │ ├── nep-0008-groupby_additions.rst │ ├── nep-0009-structured_array_extensions.rst │ ├── nep-0010-new-iterator-ufunc.rst │ ├── nep-0011-deferred-ufunc-evaluation.rst │ ├── nep-0012-missing-data.rst │ ├── nep-0013-ufunc-overrides.rst │ ├── nep-0014-dropping-python2.7-proposal.rst │ ├── nep-0015-merge-multiarray-umath.rst │ ├── nep-0016-abstract-array.rst │ ├── nep-0016-benchmark.py │ ├── nep-0017-split-out-maskedarray.rst │ ├── nep-0018-array-function-protocol.rst │ ├── nep-0019-rng-policy.rst │ ├── nep-0020-gufunc-signature-enhancement.rst │ ├── nep-0021-advanced-indexing.rst │ ├── nep-0022-ndarray-duck-typing-overview.rst │ ├── nep-0023-backwards-compatibility.rst │ ├── nep-0024-missing-data-2.rst │ ├── nep-0025-missing-data-3.rst │ ├── nep-0026-missing-data-summary.rst │ ├── nep-0027-zero-rank-arrarys.rst │ ├── nep-0028-website-redesign.rst │ ├── nep-0029-deprecation_policy.rst │ ├── nep-0030-duck-array-protocol.rst │ ├── nep-0031-uarray.rst │ ├── nep-0032-remove-financial-functions.rst │ ├── nep-0034-infer-dtype-is-object.rst │ ├── nep-0035-array-creation-dispatch-with-array-function.rst │ ├── nep-0036-fair-play.rst │ ├── nep-0037-array-module.rst │ ├── nep-0038-SIMD-optimizations.rst │ ├── nep-0040-legacy-datatype-impl.rst │ ├── nep-0041-improved-dtype-support.rst │ ├── nep-0042-new-dtypes.rst │ ├── nep-0043-extensible-ufuncs.rst │ ├── nep-0044-restructuring-numpy-docs.rst │ ├── nep-0045-c_style_guide.rst │ ├── nep-0046-sponsorship-guidelines.rst │ ├── nep-0047-array-api-standard.rst │ ├── nep-0048-spending-project-funds.rst │ ├── nep-0049.rst │ ├── nep-template.rst │ ├── open.rst.tmpl │ ├── provisional.rst.tmpl │ ├── rejected.rst.tmpl │ ├── roadmap.rst │ ├── scope.rst │ └── tools │ │ └── build_index.py ├── postprocess.py ├── preprocess.py ├── records.rst.txt ├── release │ └── upcoming_changes │ │ ├── 15006.new_feature.rst │ │ ├── 15844.new_feature.rst │ │ ├── 20394.deprecation.rst │ │ ├── 20414.expired.rst │ │ ├── 20500.new_feature.rst │ │ ├── 20580.compatibility.rst │ │ ├── 20580.new_feature.rst │ │ ├── 20580.performance.rst │ │ ├── 20589.expired.rst │ │ ├── 20722.expired.rst │ │ ├── 20722.new_feature.rst │ │ ├── 20766.deprecation.rst │ │ ├── 20766.improvement.rst │ │ ├── 20835.expired.rst │ │ ├── README.rst │ │ └── template.rst ├── source │ ├── _static │ │ ├── .gitignore │ │ ├── favicon │ │ │ ├── apple-touch-icon.png │ │ │ ├── favicon-16x16.png │ │ │ ├── favicon-32x32.png │ │ │ └── favicon.ico │ │ ├── index-images │ │ │ ├── api.svg │ │ │ ├── contributor.svg │ │ │ ├── getting_started.svg │ │ │ └── user_guide.svg │ │ ├── numpy.css │ │ └── numpylogo.svg │ ├── _templates │ │ ├── autosummary │ │ │ ├── attribute.rst │ │ │ ├── base.rst │ │ │ ├── class.rst │ │ │ ├── member.rst │ │ │ ├── method.rst │ │ │ ├── minimal_module.rst │ │ │ └── module.rst │ │ ├── layout.html │ │ └── searchbox.html │ ├── benchmarking.rst │ ├── bugs.rst │ ├── conf.py │ ├── dev │ │ ├── alignment.rst │ │ ├── development_advanced_debugging.rst │ │ ├── development_environment.rst │ │ ├── development_gitpod.rst │ │ ├── development_workflow.rst │ │ ├── examples │ │ │ ├── .doxyfile │ │ │ ├── doxy_class.hpp │ │ │ ├── doxy_func.h │ │ │ └── doxy_rst.h │ │ ├── gitpod-imgs │ │ │ ├── NumPy-github.png │ │ │ ├── NumPy-gitpod-branches.png │ │ │ ├── gitpod-dashboard-stop.png │ │ │ ├── gitpod-edit-permissions-gh.png │ │ │ ├── gitpod-edit-permissions-repo.png │ │ │ ├── gitpod-workspace.png │ │ │ ├── installing-gitpod-io.png │ │ │ ├── rst-rendering.png │ │ │ ├── vscode-rst.png │ │ │ └── vscode-statusbar.png │ │ ├── gitwash │ │ │ ├── configure_git.rst │ │ │ ├── development_setup.rst │ │ │ ├── dot2_dot3.rst │ │ │ ├── following_latest.rst │ │ │ ├── forked_page.png │ │ │ ├── forking_button.png │ │ │ ├── forking_message.png │ │ │ ├── git_intro.rst │ │ │ ├── git_links.inc │ │ │ ├── git_resources.rst │ │ │ └── index.rst │ │ ├── gitwash_links.txt │ │ ├── governance │ │ │ ├── governance.rst │ │ │ └── index.rst │ │ ├── howto-docs.rst │ │ ├── howto_build_docs.rst │ │ ├── index.rst │ │ ├── internals.code-explanations.rst │ │ ├── internals.rst │ │ ├── pull_button.png │ │ ├── releasing.rst │ │ ├── reviewer_guidelines.rst │ │ └── underthehood.rst │ ├── doxyfile │ ├── f2py │ │ ├── advanced.rst │ │ ├── buildtools │ │ │ ├── cmake.rst │ │ │ ├── distutils.rst │ │ │ ├── index.rst │ │ │ ├── meson.rst │ │ │ └── skbuild.rst │ │ ├── code │ │ │ ├── CMakeLists.txt │ │ │ ├── CMakeLists_skbuild.txt │ │ │ ├── allocarr.f90 │ │ │ ├── array.f │ │ │ ├── calculate.f │ │ │ ├── callback.f │ │ │ ├── callback2.pyf │ │ │ ├── common.f │ │ │ ├── extcallback.f │ │ │ ├── fib1.f │ │ │ ├── fib1.pyf │ │ │ ├── fib2.pyf │ │ │ ├── fib3.f │ │ │ ├── ftype.f │ │ │ ├── meson.build │ │ │ ├── meson_upd.build │ │ │ ├── moddata.f90 │ │ │ ├── pyproj_skbuild.toml │ │ │ ├── results │ │ │ │ ├── allocarr_session.dat │ │ │ │ ├── array_session.dat │ │ │ │ ├── calculate_session.dat │ │ │ │ ├── callback_session.dat │ │ │ │ ├── common_session.dat │ │ │ │ ├── compile_session.dat │ │ │ │ ├── extcallback_session.dat │ │ │ │ ├── ftype_session.dat │ │ │ │ ├── moddata_session.dat │ │ │ │ ├── run_main_session.dat │ │ │ │ ├── scalar_session.dat │ │ │ │ ├── spam_session.dat │ │ │ │ ├── string_session.dat │ │ │ │ └── var_session.dat │ │ │ ├── scalar.f │ │ │ ├── setup_example.py │ │ │ ├── setup_skbuild.py │ │ │ ├── spam.pyf │ │ │ ├── string.f │ │ │ └── var.pyf │ │ ├── f2py.getting-started.rst │ │ ├── index.rst │ │ ├── python-usage.rst │ │ ├── signature-file.rst │ │ └── usage.rst │ ├── getting_started.rst │ ├── glossary.rst │ ├── index.rst │ ├── license.rst │ ├── reference │ │ ├── alignment.rst │ │ ├── arrays.classes.rst │ │ ├── arrays.datetime.rst │ │ ├── arrays.dtypes.rst │ │ ├── arrays.indexing.rst │ │ ├── arrays.interface.rst │ │ ├── arrays.ndarray.rst │ │ ├── arrays.nditer.cython.rst │ │ ├── arrays.nditer.rst │ │ ├── arrays.rst │ │ ├── arrays.scalars.rst │ │ ├── c-api │ │ │ ├── array.rst │ │ │ ├── config.rst │ │ │ ├── coremath.rst │ │ │ ├── data_memory.rst │ │ │ ├── deprecations.rst │ │ │ ├── dtype.rst │ │ │ ├── generalized-ufuncs.rst │ │ │ ├── index.rst │ │ │ ├── iterator.rst │ │ │ ├── types-and-structures.rst │ │ │ └── ufunc.rst │ │ ├── constants.rst │ │ ├── distutils.rst │ │ ├── distutils │ │ │ └── misc_util.rst │ │ ├── distutils_guide.rst │ │ ├── figures │ │ │ ├── dtype-hierarchy.dia │ │ │ ├── dtype-hierarchy.pdf │ │ │ ├── dtype-hierarchy.png │ │ │ ├── opt-infra.odg │ │ │ ├── opt-infra.png │ │ │ ├── threefundamental.fig │ │ │ ├── threefundamental.pdf │ │ │ └── threefundamental.png │ │ ├── global_state.rst │ │ ├── index.rst │ │ ├── internals.code-explanations.rst │ │ ├── internals.rst │ │ ├── maskedarray.baseclass.rst │ │ ├── maskedarray.generic.rst │ │ ├── maskedarray.rst │ │ ├── random │ │ │ ├── bit_generators │ │ │ │ ├── index.rst │ │ │ │ ├── mt19937.rst │ │ │ │ ├── pcg64.rst │ │ │ │ ├── pcg64dxsm.rst │ │ │ │ ├── philox.rst │ │ │ │ └── sfc64.rst │ │ │ ├── c-api.rst │ │ │ ├── examples │ │ │ │ ├── cffi.rst │ │ │ │ ├── cython │ │ │ │ │ ├── extending.pyx │ │ │ │ │ ├── extending.pyx.rst │ │ │ │ │ ├── extending_distributions.pyx.rst │ │ │ │ │ ├── index.rst │ │ │ │ │ └── setup.py.rst │ │ │ │ ├── numba.rst │ │ │ │ └── numba_cffi.rst │ │ │ ├── extending.rst │ │ │ ├── generator.rst │ │ │ ├── index.rst │ │ │ ├── legacy.rst │ │ │ ├── multithreading.rst │ │ │ ├── new-or-different.rst │ │ │ ├── parallel.rst │ │ │ ├── performance.py │ │ │ ├── performance.rst │ │ │ └── upgrading-pcg64.rst │ │ ├── routines.array-creation.rst │ │ ├── routines.array-manipulation.rst │ │ ├── routines.bitwise.rst │ │ ├── routines.char.rst │ │ ├── routines.ctypeslib.rst │ │ ├── routines.datetime.rst │ │ ├── routines.dtype.rst │ │ ├── routines.dual.rst │ │ ├── routines.emath.rst │ │ ├── routines.err.rst │ │ ├── routines.fft.rst │ │ ├── routines.functional.rst │ │ ├── routines.help.rst │ │ ├── routines.io.rst │ │ ├── routines.linalg.rst │ │ ├── routines.logic.rst │ │ ├── routines.ma.rst │ │ ├── routines.math.rst │ │ ├── routines.matlib.rst │ │ ├── routines.other.rst │ │ ├── routines.padding.rst │ │ ├── routines.polynomials.chebyshev.rst │ │ ├── routines.polynomials.classes.rst │ │ ├── routines.polynomials.hermite.rst │ │ ├── routines.polynomials.hermite_e.rst │ │ ├── routines.polynomials.laguerre.rst │ │ ├── routines.polynomials.legendre.rst │ │ ├── routines.polynomials.package.rst │ │ ├── routines.polynomials.poly1d.rst │ │ ├── routines.polynomials.polynomial.rst │ │ ├── routines.polynomials.polyutils.rst │ │ ├── routines.polynomials.rst │ │ ├── routines.rst │ │ ├── routines.set.rst │ │ ├── routines.sort.rst │ │ ├── routines.statistics.rst │ │ ├── routines.testing.rst │ │ ├── routines.window.rst │ │ ├── simd │ │ │ ├── build-options.rst │ │ │ ├── gen_features.py │ │ │ ├── generated_tables │ │ │ │ ├── compilers-diff.inc │ │ │ │ └── cpu_features.inc │ │ │ ├── how-it-works.rst │ │ │ ├── index.rst │ │ │ ├── log_example.txt │ │ │ └── simd-optimizations.rst │ │ ├── swig.interface-file.rst │ │ ├── swig.rst │ │ ├── swig.testing.rst │ │ ├── testing.rst │ │ ├── typing.rst │ │ └── ufuncs.rst │ ├── release.rst │ ├── release │ │ ├── 1.10.0-notes.rst │ │ ├── 1.10.1-notes.rst │ │ ├── 1.10.2-notes.rst │ │ ├── 1.10.3-notes.rst │ │ ├── 1.10.4-notes.rst │ │ ├── 1.11.0-notes.rst │ │ ├── 1.11.1-notes.rst │ │ ├── 1.11.2-notes.rst │ │ ├── 1.11.3-notes.rst │ │ ├── 1.12.0-notes.rst │ │ ├── 1.12.1-notes.rst │ │ ├── 1.13.0-notes.rst │ │ ├── 1.13.1-notes.rst │ │ ├── 1.13.2-notes.rst │ │ ├── 1.13.3-notes.rst │ │ ├── 1.14.0-notes.rst │ │ ├── 1.14.1-notes.rst │ │ ├── 1.14.2-notes.rst │ │ ├── 1.14.3-notes.rst │ │ ├── 1.14.4-notes.rst │ │ ├── 1.14.5-notes.rst │ │ ├── 1.14.6-notes.rst │ │ ├── 1.15.0-notes.rst │ │ ├── 1.15.1-notes.rst │ │ ├── 1.15.2-notes.rst │ │ ├── 1.15.3-notes.rst │ │ ├── 1.15.4-notes.rst │ │ ├── 1.16.0-notes.rst │ │ ├── 1.16.1-notes.rst │ │ ├── 1.16.2-notes.rst │ │ ├── 1.16.3-notes.rst │ │ ├── 1.16.4-notes.rst │ │ ├── 1.16.5-notes.rst │ │ ├── 1.16.6-notes.rst │ │ ├── 1.17.0-notes.rst │ │ ├── 1.17.1-notes.rst │ │ ├── 1.17.2-notes.rst │ │ ├── 1.17.3-notes.rst │ │ ├── 1.17.4-notes.rst │ │ ├── 1.17.5-notes.rst │ │ ├── 1.18.0-notes.rst │ │ ├── 1.18.1-notes.rst │ │ ├── 1.18.2-notes.rst │ │ ├── 1.18.3-notes.rst │ │ ├── 1.18.4-notes.rst │ │ ├── 1.18.5-notes.rst │ │ ├── 1.19.0-notes.rst │ │ ├── 1.19.1-notes.rst │ │ ├── 1.19.2-notes.rst │ │ ├── 1.19.3-notes.rst │ │ ├── 1.19.4-notes.rst │ │ ├── 1.19.5-notes.rst │ │ ├── 1.20.0-notes.rst │ │ ├── 1.20.1-notes.rst │ │ ├── 1.20.2-notes.rst │ │ ├── 1.20.3-notes.rst │ │ ├── 1.21.0-notes.rst │ │ ├── 1.21.1-notes.rst │ │ ├── 1.21.2-notes.rst │ │ ├── 1.21.3-notes.rst │ │ ├── 1.21.4-notes.rst │ │ ├── 1.21.5-notes.rst │ │ ├── 1.22.0-notes.rst │ │ ├── 1.22.1-notes.rst │ │ ├── 1.22.2-notes.rst │ │ ├── 1.23.0-notes.rst │ │ ├── 1.3.0-notes.rst │ │ ├── 1.4.0-notes.rst │ │ ├── 1.5.0-notes.rst │ │ ├── 1.6.0-notes.rst │ │ ├── 1.6.1-notes.rst │ │ ├── 1.6.2-notes.rst │ │ ├── 1.7.0-notes.rst │ │ ├── 1.7.1-notes.rst │ │ ├── 1.7.2-notes.rst │ │ ├── 1.8.0-notes.rst │ │ ├── 1.8.1-notes.rst │ │ ├── 1.8.2-notes.rst │ │ ├── 1.9.0-notes.rst │ │ ├── 1.9.1-notes.rst │ │ ├── 1.9.2-notes.rst │ │ └── template.rst │ └── user │ │ ├── absolute_beginners.rst │ │ ├── basics.broadcasting.rst │ │ ├── basics.byteswapping.rst │ │ ├── basics.copies.rst │ │ ├── basics.creation.rst │ │ ├── basics.dispatch.rst │ │ ├── basics.indexing.rst │ │ ├── basics.interoperability.rst │ │ ├── basics.io.genfromtxt.rst │ │ ├── basics.io.rst │ │ ├── basics.rec.rst │ │ ├── basics.rst │ │ ├── basics.subclassing.rst │ │ ├── basics.types.rst │ │ ├── basics.ufuncs.rst │ │ ├── broadcasting_1.png │ │ ├── broadcasting_1.svg │ │ ├── broadcasting_2.png │ │ ├── broadcasting_2.svg │ │ ├── broadcasting_3.png │ │ ├── broadcasting_3.svg │ │ ├── broadcasting_4.png │ │ ├── broadcasting_4.svg │ │ ├── broadcasting_5.png │ │ ├── broadcasting_5.svg │ │ ├── building.rst │ │ ├── c-info.beyond-basics.rst │ │ ├── c-info.how-to-extend.rst │ │ ├── c-info.python-as-glue.rst │ │ ├── c-info.rst │ │ ├── c-info.ufunc-tutorial.rst │ │ ├── depending_on_numpy.rst │ │ ├── how-to-how-to.rst │ │ ├── how-to-index.rst │ │ ├── how-to-io.rst │ │ ├── howtos_index.rst │ │ ├── images │ │ ├── np_MSE_explanation.png │ │ ├── np_MSE_explanation2.png │ │ ├── np_MSE_formula.png │ │ ├── np_MSE_implementation.png │ │ ├── np_aggregation.png │ │ ├── np_array.png │ │ ├── np_array_data_ones.png │ │ ├── np_array_dataones.png │ │ ├── np_create_array.png │ │ ├── np_create_matrix.png │ │ ├── np_data_plus_ones.png │ │ ├── np_indexing.png │ │ ├── np_matrix_aggregation.png │ │ ├── np_matrix_aggregation_row.png │ │ ├── np_matrix_arithmetic.png │ │ ├── np_matrix_broadcasting.png │ │ ├── np_matrix_indexing.png │ │ ├── np_mse_viz1.png │ │ ├── np_mse_viz2.png │ │ ├── np_multiply_broadcasting.png │ │ ├── np_ones_zeros_matrix.png │ │ ├── np_ones_zeros_random.png │ │ ├── np_pandas.png │ │ ├── np_readcsv.png │ │ ├── np_reshape.png │ │ ├── np_sub_mult_divide.png │ │ └── np_transposing_reshaping.png │ │ ├── index.rst │ │ ├── install.rst │ │ ├── misc.rst │ │ ├── numpy-for-matlab-users.rst │ │ ├── plot_approx.py │ │ ├── plot_face.py │ │ ├── plot_final.py │ │ ├── plot_gray.py │ │ ├── plot_gray_svd.py │ │ ├── plot_reconstructed.py │ │ ├── plots │ │ ├── matplotlib1.py │ │ ├── matplotlib2.py │ │ └── matplotlib3.py │ │ ├── quickstart.rst │ │ ├── theory.broadcasting.rst │ │ ├── troubleshooting-importerror.rst │ │ └── whatisnumpy.rst └── ufuncs.rst.txt ├── doc_requirements.txt ├── environment.yml ├── linter_requirements.txt ├── numpy ├── __init__.cython-30.pxd ├── __init__.pxd ├── __init__.py ├── __init__.pyi ├── _distributor_init.py ├── _globals.py ├── _pyinstaller │ ├── __init__.py │ ├── hook-numpy.py │ ├── pyinstaller-smoke.py │ └── test_pyinstaller.py ├── _pytesttester.py ├── _pytesttester.pyi ├── _version.py ├── array_api │ ├── __init__.py │ ├── _array_object.py │ ├── _constants.py │ ├── _creation_functions.py │ ├── _data_type_functions.py │ ├── _dtypes.py │ ├── _elementwise_functions.py │ ├── _manipulation_functions.py │ ├── _searching_functions.py │ ├── _set_functions.py │ ├── _sorting_functions.py │ ├── _statistical_functions.py │ ├── _typing.py │ ├── _utility_functions.py │ ├── linalg.py │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ ├── test_array_object.py │ │ ├── test_creation_functions.py │ │ ├── test_elementwise_functions.py │ │ ├── test_set_functions.py │ │ └── test_sorting_functions.py ├── compat │ ├── __init__.py │ ├── _inspect.py │ ├── py3k.py │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ └── test_compat.py ├── conftest.py ├── core │ ├── __init__.py │ ├── __init__.pyi │ ├── _add_newdocs.py │ ├── _add_newdocs_scalars.py │ ├── _asarray.py │ ├── _asarray.pyi │ ├── _dtype.py │ ├── _dtype_ctypes.py │ ├── _exceptions.py │ ├── _internal.py │ ├── _internal.pyi │ ├── _machar.py │ ├── _methods.py │ ├── _string_helpers.py │ ├── _type_aliases.py │ ├── _type_aliases.pyi │ ├── _ufunc_config.py │ ├── _ufunc_config.pyi │ ├── arrayprint.py │ ├── arrayprint.pyi │ ├── code_generators │ │ ├── __init__.py │ │ ├── cversions.txt │ │ ├── genapi.py │ │ ├── generate_numpy_api.py │ │ ├── generate_ufunc_api.py │ │ ├── generate_umath.py │ │ ├── generate_umath_doc.py │ │ ├── numpy_api.py │ │ └── ufunc_docstrings.py │ ├── cversions.py │ ├── defchararray.py │ ├── defchararray.pyi │ ├── einsumfunc.py │ ├── einsumfunc.pyi │ ├── fromnumeric.py │ ├── fromnumeric.pyi │ ├── function_base.py │ ├── function_base.pyi │ ├── getlimits.py │ ├── getlimits.pyi │ ├── include │ │ └── numpy │ │ │ ├── .doxyfile │ │ │ ├── _neighborhood_iterator_imp.h │ │ │ ├── arrayobject.h │ │ │ ├── arrayscalars.h │ │ │ ├── experimental_dtype_api.h │ │ │ ├── halffloat.h │ │ │ ├── libdivide │ │ │ ├── LICENSE.txt │ │ │ └── libdivide.h │ │ │ ├── ndarrayobject.h │ │ │ ├── ndarraytypes.h │ │ │ ├── noprefix.h │ │ │ ├── npy_1_7_deprecated_api.h │ │ │ ├── npy_3kcompat.h │ │ │ ├── npy_common.h │ │ │ ├── npy_cpu.h │ │ │ ├── npy_endian.h │ │ │ ├── npy_interrupt.h │ │ │ ├── npy_math.h │ │ │ ├── npy_no_deprecated_api.h │ │ │ ├── npy_os.h │ │ │ ├── numpyconfig.h │ │ │ ├── old_defines.h │ │ │ ├── oldnumeric.h │ │ │ ├── random │ │ │ ├── bitgen.h │ │ │ └── distributions.h │ │ │ ├── ufuncobject.h │ │ │ └── utils.h │ ├── memmap.py │ ├── memmap.pyi │ ├── mlib.ini.in │ ├── multiarray.py │ ├── multiarray.pyi │ ├── npymath.ini.in │ ├── numeric.py │ ├── numeric.pyi │ ├── numerictypes.py │ ├── numerictypes.pyi │ ├── overrides.py │ ├── records.py │ ├── records.pyi │ ├── setup.py │ ├── setup_common.py │ ├── shape_base.py │ ├── shape_base.pyi │ ├── src │ │ ├── _simd │ │ │ ├── _simd.c │ │ │ ├── _simd.dispatch.c.src │ │ │ ├── _simd.h │ │ │ ├── _simd_arg.inc │ │ │ ├── _simd_convert.inc │ │ │ ├── _simd_data.inc.src │ │ │ ├── _simd_easyintrin.inc │ │ │ ├── _simd_inc.h.src │ │ │ └── _simd_vector.inc │ │ ├── common │ │ │ ├── .doxyfile │ │ │ ├── array_assign.c │ │ │ ├── array_assign.h │ │ │ ├── binop_override.h │ │ │ ├── cblasfuncs.c │ │ │ ├── cblasfuncs.h │ │ │ ├── dlpack │ │ │ │ └── dlpack.h │ │ │ ├── get_attr_string.h │ │ │ ├── hpy_utils.c │ │ │ ├── hpy_utils.h │ │ │ ├── lowlevel_strided_loops.h │ │ │ ├── mem_overlap.c │ │ │ ├── mem_overlap.h │ │ │ ├── npy_argparse.c │ │ │ ├── npy_argparse.h │ │ │ ├── npy_binsearch.h │ │ │ ├── npy_cblas.h │ │ │ ├── npy_cblas_base.h │ │ │ ├── npy_config.h │ │ │ ├── npy_cpu_dispatch.h │ │ │ ├── npy_cpu_features.c.src │ │ │ ├── npy_cpu_features.h │ │ │ ├── npy_cpuinfo_parser.h │ │ │ ├── npy_ctypes.h │ │ │ ├── npy_dlpack.h │ │ │ ├── npy_extint128.h │ │ │ ├── npy_fpmath.h │ │ │ ├── npy_hashtable.c │ │ │ ├── npy_hashtable.h │ │ │ ├── npy_import.h │ │ │ ├── npy_longdouble.c │ │ │ ├── npy_longdouble.h │ │ │ ├── npy_partition.h.src │ │ │ ├── npy_pycompat.h │ │ │ ├── npy_sort.h.src │ │ │ ├── npy_svml.h │ │ │ ├── numpy_tag.h │ │ │ ├── numpyos.c │ │ │ ├── numpyos.h │ │ │ ├── python_xerbla.c │ │ │ ├── simd │ │ │ │ ├── avx2 │ │ │ │ │ ├── arithmetic.h │ │ │ │ │ ├── avx2.h │ │ │ │ │ ├── conversion.h │ │ │ │ │ ├── math.h │ │ │ │ │ ├── memory.h │ │ │ │ │ ├── misc.h │ │ │ │ │ ├── operators.h │ │ │ │ │ ├── reorder.h │ │ │ │ │ └── utils.h │ │ │ │ ├── avx512 │ │ │ │ │ ├── arithmetic.h │ │ │ │ │ ├── avx512.h │ │ │ │ │ ├── conversion.h │ │ │ │ │ ├── maskop.h │ │ │ │ │ ├── math.h │ │ │ │ │ ├── memory.h │ │ │ │ │ ├── misc.h │ │ │ │ │ ├── operators.h │ │ │ │ │ ├── reorder.h │ │ │ │ │ └── utils.h │ │ │ │ ├── emulate_maskop.h │ │ │ │ ├── intdiv.h │ │ │ │ ├── neon │ │ │ │ │ ├── arithmetic.h │ │ │ │ │ ├── conversion.h │ │ │ │ │ ├── math.h │ │ │ │ │ ├── memory.h │ │ │ │ │ ├── misc.h │ │ │ │ │ ├── neon.h │ │ │ │ │ ├── operators.h │ │ │ │ │ └── reorder.h │ │ │ │ ├── simd.h │ │ │ │ ├── simd_utils.h │ │ │ │ ├── sse │ │ │ │ │ ├── arithmetic.h │ │ │ │ │ ├── conversion.h │ │ │ │ │ ├── math.h │ │ │ │ │ ├── memory.h │ │ │ │ │ ├── misc.h │ │ │ │ │ ├── operators.h │ │ │ │ │ ├── reorder.h │ │ │ │ │ ├── sse.h │ │ │ │ │ └── utils.h │ │ │ │ └── vsx │ │ │ │ │ ├── arithmetic.h │ │ │ │ │ ├── conversion.h │ │ │ │ │ ├── math.h │ │ │ │ │ ├── memory.h │ │ │ │ │ ├── misc.h │ │ │ │ │ ├── operators.h │ │ │ │ │ ├── reorder.h │ │ │ │ │ └── vsx.h │ │ │ ├── templ_common.h.src │ │ │ ├── ucsnarrow.c │ │ │ ├── ucsnarrow.h │ │ │ ├── ufunc_override.c │ │ │ ├── ufunc_override.h │ │ │ └── umathmodule.h │ │ ├── dummymodule.c │ │ ├── multiarray │ │ │ ├── _datetime.h │ │ │ ├── _multiarray_tests.c.src │ │ │ ├── abstractdtypes.c │ │ │ ├── abstractdtypes.h │ │ │ ├── alloc.c │ │ │ ├── alloc.h │ │ │ ├── array_assign_array.c │ │ │ ├── array_assign_scalar.c │ │ │ ├── array_coercion.c │ │ │ ├── array_coercion.h │ │ │ ├── array_method.c │ │ │ ├── array_method.h │ │ │ ├── arrayfunction_override.c │ │ │ ├── arrayfunction_override.h │ │ │ ├── arrayobject.c │ │ │ ├── arrayobject.h │ │ │ ├── arraytypes.c.src │ │ │ ├── arraytypes.h │ │ │ ├── buffer.c │ │ │ ├── calculation.c │ │ │ ├── calculation.h │ │ │ ├── common.c │ │ │ ├── common.h │ │ │ ├── common_dtype.c │ │ │ ├── common_dtype.h │ │ │ ├── compiled_base.c │ │ │ ├── compiled_base.h │ │ │ ├── conversion_utils.c │ │ │ ├── conversion_utils.h │ │ │ ├── convert.c │ │ │ ├── convert.h │ │ │ ├── convert_datatype.c │ │ │ ├── convert_datatype.h │ │ │ ├── ctors.c │ │ │ ├── ctors.h │ │ │ ├── datetime.c │ │ │ ├── datetime_busday.c │ │ │ ├── datetime_busday.h │ │ │ ├── datetime_busdaycal.c │ │ │ ├── datetime_busdaycal.h │ │ │ ├── datetime_strings.c │ │ │ ├── datetime_strings.h │ │ │ ├── descriptor.c │ │ │ ├── descriptor.h │ │ │ ├── dlpack.c │ │ │ ├── dragon4.c │ │ │ ├── dragon4.h │ │ │ ├── dtype_transfer.c │ │ │ ├── dtype_transfer.h │ │ │ ├── dtypemeta.c │ │ │ ├── dtypemeta.h │ │ │ ├── einsum.c.src │ │ │ ├── einsum_debug.h │ │ │ ├── einsum_sumprod.c.src │ │ │ ├── einsum_sumprod.h │ │ │ ├── experimental_public_dtype_api.c │ │ │ ├── experimental_public_dtype_api.h │ │ │ ├── flagsobject.c │ │ │ ├── flagsobject.h │ │ │ ├── getset.c │ │ │ ├── getset.h │ │ │ ├── hashdescr.c │ │ │ ├── hashdescr.h │ │ │ ├── item_selection.c │ │ │ ├── item_selection.h │ │ │ ├── iterators.c │ │ │ ├── iterators.h │ │ │ ├── legacy_dtype_implementation.c │ │ │ ├── legacy_dtype_implementation.h │ │ │ ├── lowlevel_strided_loops.c.src │ │ │ ├── mapping.c │ │ │ ├── mapping.h │ │ │ ├── methods.c │ │ │ ├── methods.h │ │ │ ├── multiarraymodule.c │ │ │ ├── multiarraymodule.h │ │ │ ├── nditer_api.c │ │ │ ├── nditer_constr.c │ │ │ ├── nditer_hpy.h │ │ │ ├── nditer_impl.h │ │ │ ├── nditer_pywrap.c │ │ │ ├── nditer_pywrap.h │ │ │ ├── nditer_templ.c.src │ │ │ ├── npy_buffer.h │ │ │ ├── number.c │ │ │ ├── number.h │ │ │ ├── refcount.c │ │ │ ├── refcount.h │ │ │ ├── scalarapi.c │ │ │ ├── scalarapi.h │ │ │ ├── scalartypes.c.src │ │ │ ├── scalartypes.h │ │ │ ├── sequence.c │ │ │ ├── sequence.h │ │ │ ├── shape.c │ │ │ ├── shape.h │ │ │ ├── strfuncs.c │ │ │ ├── strfuncs.h │ │ │ ├── temp_elide.c │ │ │ ├── temp_elide.h │ │ │ ├── textreading │ │ │ │ ├── conversions.c │ │ │ │ ├── conversions.h │ │ │ │ ├── field_types.c │ │ │ │ ├── field_types.h │ │ │ │ ├── growth.c │ │ │ │ ├── growth.h │ │ │ │ ├── parser_config.h │ │ │ │ ├── readtext.c │ │ │ │ ├── readtext.h │ │ │ │ ├── rows.c │ │ │ │ ├── rows.h │ │ │ │ ├── str_to_int.c │ │ │ │ ├── str_to_int.h │ │ │ │ ├── stream.h │ │ │ │ ├── stream_pyobject.c │ │ │ │ ├── stream_pyobject.h │ │ │ │ ├── tokenize.c.src │ │ │ │ └── tokenize.h │ │ │ ├── typeinfo.c │ │ │ ├── typeinfo.h │ │ │ ├── usertypes.c │ │ │ ├── usertypes.h │ │ │ ├── vdot.c │ │ │ └── vdot.h │ │ ├── npymath │ │ │ ├── _signbit.c │ │ │ ├── halffloat.c │ │ │ ├── ieee754.c.src │ │ │ ├── npy_math.c │ │ │ ├── npy_math_common.h │ │ │ ├── npy_math_complex.c.src │ │ │ ├── npy_math_internal.h.src │ │ │ └── npy_math_private.h │ │ ├── npysort │ │ │ ├── binsearch.cpp │ │ │ ├── heapsort.cpp │ │ │ ├── mergesort.cpp │ │ │ ├── npysort_common.h │ │ │ ├── quicksort.c.src │ │ │ ├── radixsort.cpp │ │ │ ├── selection.cpp │ │ │ ├── timsort.cpp │ │ │ ├── x86-qsort.dispatch.c.src │ │ │ └── x86-qsort.h │ │ └── umath │ │ │ ├── _operand_flag_tests.c │ │ │ ├── _rational_tests.c.src │ │ │ ├── _scaled_float_dtype.c │ │ │ ├── _struct_ufunc_tests.c.src │ │ │ ├── _umath_tests.c.src │ │ │ ├── _umath_tests.dispatch.c │ │ │ ├── clip.cpp │ │ │ ├── clip.h │ │ │ ├── dispatching.c │ │ │ ├── dispatching.h │ │ │ ├── extobj.c │ │ │ ├── extobj.h │ │ │ ├── fast_loop_macros.h │ │ │ ├── funcs.inc.src │ │ │ ├── legacy_array_method.c │ │ │ ├── legacy_array_method.h │ │ │ ├── loops.c.src │ │ │ ├── loops.h.src │ │ │ ├── loops_arithm_fp.dispatch.c.src │ │ │ ├── loops_arithmetic.dispatch.c.src │ │ │ ├── loops_exponent_log.dispatch.c.src │ │ │ ├── loops_minmax.dispatch.c.src │ │ │ ├── loops_trigonometric.dispatch.c.src │ │ │ ├── loops_umath_fp.dispatch.c.src │ │ │ ├── loops_unary_fp.dispatch.c.src │ │ │ ├── loops_utils.h.src │ │ │ ├── matmul.c.src │ │ │ ├── matmul.h.src │ │ │ ├── npy_simd_data.h │ │ │ ├── override.c │ │ │ ├── override.h │ │ │ ├── reduction.c │ │ │ ├── reduction.h │ │ │ ├── scalarmath.c.src │ │ │ ├── simd.inc.src │ │ │ ├── ufunc_object.c │ │ │ ├── ufunc_object.h │ │ │ ├── ufunc_type_resolution.c │ │ │ ├── ufunc_type_resolution.h │ │ │ ├── umathmodule.c │ │ │ └── wrapping_array_method.c │ ├── tests │ │ ├── __init__.py │ │ ├── _locales.py │ │ ├── data │ │ │ ├── astype_copy.pkl │ │ │ ├── generate_umath_validation_data.cpp │ │ │ ├── recarray_from_file.fits │ │ │ ├── umath-validation-set-README.txt │ │ │ ├── umath-validation-set-arccos.csv │ │ │ ├── umath-validation-set-arccosh.csv │ │ │ ├── umath-validation-set-arcsin.csv │ │ │ ├── umath-validation-set-arcsinh.csv │ │ │ ├── umath-validation-set-arctan.csv │ │ │ ├── umath-validation-set-arctanh.csv │ │ │ ├── umath-validation-set-cbrt.csv │ │ │ ├── umath-validation-set-cos.csv │ │ │ ├── umath-validation-set-cosh.csv │ │ │ ├── umath-validation-set-exp.csv │ │ │ ├── umath-validation-set-exp2.csv │ │ │ ├── umath-validation-set-expm1.csv │ │ │ ├── umath-validation-set-log.csv │ │ │ ├── umath-validation-set-log10.csv │ │ │ ├── umath-validation-set-log1p.csv │ │ │ ├── umath-validation-set-log2.csv │ │ │ ├── umath-validation-set-sin.csv │ │ │ ├── umath-validation-set-sinh.csv │ │ │ ├── umath-validation-set-tan.csv │ │ │ └── umath-validation-set-tanh.csv │ │ ├── examples │ │ │ ├── cython │ │ │ │ ├── checks.pyx │ │ │ │ └── setup.py │ │ │ └── limited_api │ │ │ │ ├── limited_api.c │ │ │ │ └── setup.py │ │ ├── test__exceptions.py │ │ ├── test_abc.py │ │ ├── test_api.py │ │ ├── test_argparse.py │ │ ├── test_array_coercion.py │ │ ├── test_array_interface.py │ │ ├── test_arraymethod.py │ │ ├── test_arrayprint.py │ │ ├── test_casting_unittests.py │ │ ├── test_conversion_utils.py │ │ ├── test_cpu_dispatcher.py │ │ ├── test_cpu_features.py │ │ ├── test_custom_dtypes.py │ │ ├── test_cython.py │ │ ├── test_datetime.py │ │ ├── test_defchararray.py │ │ ├── test_deprecations.py │ │ ├── test_dlpack.py │ │ ├── test_dtype.py │ │ ├── test_einsum.py │ │ ├── test_errstate.py │ │ ├── test_extint128.py │ │ ├── test_function_base.py │ │ ├── test_getlimits.py │ │ ├── test_half.py │ │ ├── test_hashtable.py │ │ ├── test_indexerrors.py │ │ ├── test_indexing.py │ │ ├── test_item_selection.py │ │ ├── test_limited_api.py │ │ ├── test_longdouble.py │ │ ├── test_machar.py │ │ ├── test_mem_overlap.py │ │ ├── test_mem_policy.py │ │ ├── test_memmap.py │ │ ├── test_multiarray.py │ │ ├── test_nditer.py │ │ ├── test_numeric.py │ │ ├── test_numerictypes.py │ │ ├── test_overrides.py │ │ ├── test_print.py │ │ ├── test_protocols.py │ │ ├── test_records.py │ │ ├── test_regression.py │ │ ├── test_scalar_ctors.py │ │ ├── test_scalar_methods.py │ │ ├── test_scalarbuffer.py │ │ ├── test_scalarinherit.py │ │ ├── test_scalarmath.py │ │ ├── test_scalarprint.py │ │ ├── test_shape_base.py │ │ ├── test_simd.py │ │ ├── test_simd_module.py │ │ ├── test_ufunc.py │ │ ├── test_umath.py │ │ ├── test_umath_accuracy.py │ │ ├── test_umath_complex.py │ │ └── test_unicode.py │ ├── umath.py │ └── umath_tests.py ├── ctypeslib.py ├── ctypeslib.pyi ├── distutils │ ├── __init__.py │ ├── __init__.pyi │ ├── _shell_utils.py │ ├── armccompiler.py │ ├── ccompiler.py │ ├── ccompiler_opt.py │ ├── checks │ │ ├── cpu_asimd.c │ │ ├── cpu_asimddp.c │ │ ├── cpu_asimdfhm.c │ │ ├── cpu_asimdhp.c │ │ ├── cpu_avx.c │ │ ├── cpu_avx2.c │ │ ├── cpu_avx512_clx.c │ │ ├── cpu_avx512_cnl.c │ │ ├── cpu_avx512_icl.c │ │ ├── cpu_avx512_knl.c │ │ ├── cpu_avx512_knm.c │ │ ├── cpu_avx512_skx.c │ │ ├── cpu_avx512cd.c │ │ ├── cpu_avx512f.c │ │ ├── cpu_f16c.c │ │ ├── cpu_fma3.c │ │ ├── cpu_fma4.c │ │ ├── cpu_neon.c │ │ ├── cpu_neon_fp16.c │ │ ├── cpu_neon_vfpv4.c │ │ ├── cpu_popcnt.c │ │ ├── cpu_sse.c │ │ ├── cpu_sse2.c │ │ ├── cpu_sse3.c │ │ ├── cpu_sse41.c │ │ ├── cpu_sse42.c │ │ ├── cpu_ssse3.c │ │ ├── cpu_vsx.c │ │ ├── cpu_vsx2.c │ │ ├── cpu_vsx3.c │ │ ├── cpu_vsx4.c │ │ ├── cpu_vx.c │ │ ├── cpu_vxe.c │ │ ├── cpu_vxe2.c │ │ ├── cpu_xop.c │ │ ├── extra_avx512bw_mask.c │ │ ├── extra_avx512dq_mask.c │ │ ├── extra_avx512f_reduce.c │ │ ├── extra_vsx4_mma.c │ │ ├── extra_vsx_asm.c │ │ └── test_flags.c │ ├── command │ │ ├── __init__.py │ │ ├── autodist.py │ │ ├── bdist_rpm.py │ │ ├── build.py │ │ ├── build_clib.py │ │ ├── build_ext.py │ │ ├── build_py.py │ │ ├── build_scripts.py │ │ ├── build_src.py │ │ ├── config.py │ │ ├── config_compiler.py │ │ ├── develop.py │ │ ├── egg_info.py │ │ ├── install.py │ │ ├── install_clib.py │ │ ├── install_data.py │ │ ├── install_headers.py │ │ └── sdist.py │ ├── conv_template.py │ ├── core.py │ ├── cpuinfo.py │ ├── exec_command.py │ ├── extension.py │ ├── fcompiler │ │ ├── __init__.py │ │ ├── absoft.py │ │ ├── arm.py │ │ ├── compaq.py │ │ ├── environment.py │ │ ├── fujitsu.py │ │ ├── g95.py │ │ ├── gnu.py │ │ ├── hpux.py │ │ ├── ibm.py │ │ ├── intel.py │ │ ├── lahey.py │ │ ├── mips.py │ │ ├── nag.py │ │ ├── none.py │ │ ├── nv.py │ │ ├── pathf95.py │ │ ├── pg.py │ │ ├── sun.py │ │ └── vast.py │ ├── from_template.py │ ├── intelccompiler.py │ ├── lib2def.py │ ├── line_endings.py │ ├── log.py │ ├── mingw │ │ └── gfortran_vs2003_hack.c │ ├── mingw32ccompiler.py │ ├── misc_util.py │ ├── msvc9compiler.py │ ├── msvccompiler.py │ ├── npy_pkg_config.py │ ├── numpy_distribution.py │ ├── pathccompiler.py │ ├── setup.py │ ├── system_info.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_build_ext.py │ │ ├── test_ccompiler_opt.py │ │ ├── test_ccompiler_opt_conf.py │ │ ├── test_exec_command.py │ │ ├── test_fcompiler.py │ │ ├── test_fcompiler_gnu.py │ │ ├── test_fcompiler_intel.py │ │ ├── test_fcompiler_nagfor.py │ │ ├── test_from_template.py │ │ ├── test_log.py │ │ ├── test_mingw32ccompiler.py │ │ ├── test_misc_util.py │ │ ├── test_npy_pkg_config.py │ │ ├── test_shell_utils.py │ │ └── test_system_info.py │ └── unixccompiler.py ├── doc │ ├── __init__.py │ ├── constants.py │ └── ufuncs.py ├── dual.py ├── f2py │ ├── __init__.py │ ├── __init__.pyi │ ├── __main__.py │ ├── __version__.py │ ├── auxfuncs.py │ ├── capi_maps.py │ ├── cb_rules.py │ ├── cfuncs.py │ ├── common_rules.py │ ├── crackfortran.py │ ├── diagnose.py │ ├── f2py2e.py │ ├── f2py_testing.py │ ├── f90mod_rules.py │ ├── func2subr.py │ ├── rules.py │ ├── setup.cfg │ ├── setup.py │ ├── src │ │ ├── fortranobject.c │ │ └── fortranobject.h │ ├── symbolic.py │ ├── tests │ │ ├── __init__.py │ │ ├── src │ │ │ ├── abstract_interface │ │ │ │ ├── foo.f90 │ │ │ │ └── gh18403_mod.f90 │ │ │ ├── array_from_pyobj │ │ │ │ └── wrapmodule.c │ │ │ ├── assumed_shape │ │ │ │ ├── .f2py_f2cmap │ │ │ │ ├── foo_free.f90 │ │ │ │ ├── foo_mod.f90 │ │ │ │ ├── foo_use.f90 │ │ │ │ └── precision.f90 │ │ │ ├── block_docstring │ │ │ │ └── foo.f │ │ │ ├── callback │ │ │ │ ├── foo.f │ │ │ │ ├── gh17797.f90 │ │ │ │ └── gh18335.f90 │ │ │ ├── common │ │ │ │ └── block.f │ │ │ ├── crackfortran │ │ │ │ ├── accesstype.f90 │ │ │ │ ├── foo_deps.f90 │ │ │ │ ├── gh15035.f │ │ │ │ ├── gh17859.f │ │ │ │ ├── gh2848.f90 │ │ │ │ ├── operators.f90 │ │ │ │ ├── privatemod.f90 │ │ │ │ └── publicmod.f90 │ │ │ ├── kind │ │ │ │ └── foo.f90 │ │ │ ├── mixed │ │ │ │ ├── foo.f │ │ │ │ ├── foo_fixed.f90 │ │ │ │ └── foo_free.f90 │ │ │ ├── module_data │ │ │ │ ├── mod.mod │ │ │ │ └── module_data_docstring.f90 │ │ │ ├── parameter │ │ │ │ ├── constant_both.f90 │ │ │ │ ├── constant_compound.f90 │ │ │ │ ├── constant_integer.f90 │ │ │ │ ├── constant_non_compound.f90 │ │ │ │ └── constant_real.f90 │ │ │ ├── quoted_character │ │ │ │ └── foo.f │ │ │ ├── regression │ │ │ │ └── inout.f90 │ │ │ ├── return_character │ │ │ │ ├── foo77.f │ │ │ │ └── foo90.f90 │ │ │ ├── return_complex │ │ │ │ ├── foo77.f │ │ │ │ └── foo90.f90 │ │ │ ├── return_integer │ │ │ │ ├── foo77.f │ │ │ │ └── foo90.f90 │ │ │ ├── return_logical │ │ │ │ ├── foo77.f │ │ │ │ └── foo90.f90 │ │ │ ├── return_real │ │ │ │ ├── foo77.f │ │ │ │ └── foo90.f90 │ │ │ ├── size │ │ │ │ └── foo.f90 │ │ │ └── string │ │ │ │ ├── char.f90 │ │ │ │ ├── fixed_string.f90 │ │ │ │ └── string.f │ │ ├── test_abstract_interface.py │ │ ├── test_array_from_pyobj.py │ │ ├── test_assumed_shape.py │ │ ├── test_block_docstring.py │ │ ├── test_callback.py │ │ ├── test_common.py │ │ ├── test_compile_function.py │ │ ├── test_crackfortran.py │ │ ├── test_kind.py │ │ ├── test_mixed.py │ │ ├── test_module_doc.py │ │ ├── test_parameter.py │ │ ├── test_quoted_character.py │ │ ├── test_regression.py │ │ ├── test_return_character.py │ │ ├── test_return_complex.py │ │ ├── test_return_integer.py │ │ ├── test_return_logical.py │ │ ├── test_return_real.py │ │ ├── test_semicolon_split.py │ │ ├── test_size.py │ │ ├── test_string.py │ │ ├── test_symbolic.py │ │ └── util.py │ └── use_rules.py ├── fft │ ├── README.md │ ├── __init__.py │ ├── __init__.pyi │ ├── _pocketfft.c │ ├── _pocketfft.py │ ├── _pocketfft.pyi │ ├── helper.py │ ├── helper.pyi │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ ├── test_helper.py │ │ └── test_pocketfft.py ├── lib │ ├── __init__.py │ ├── __init__.pyi │ ├── _datasource.py │ ├── _iotools.py │ ├── _version.py │ ├── _version.pyi │ ├── arraypad.py │ ├── arraypad.pyi │ ├── arraysetops.py │ ├── arraysetops.pyi │ ├── arrayterator.py │ ├── arrayterator.pyi │ ├── format.py │ ├── format.pyi │ ├── function_base.py │ ├── function_base.pyi │ ├── histograms.py │ ├── histograms.pyi │ ├── index_tricks.py │ ├── index_tricks.pyi │ ├── mixins.py │ ├── mixins.pyi │ ├── nanfunctions.py │ ├── nanfunctions.pyi │ ├── npyio.py │ ├── npyio.pyi │ ├── polynomial.py │ ├── polynomial.pyi │ ├── recfunctions.py │ ├── scimath.py │ ├── scimath.pyi │ ├── setup.py │ ├── shape_base.py │ ├── shape_base.pyi │ ├── stride_tricks.py │ ├── stride_tricks.pyi │ ├── tests │ │ ├── __init__.py │ │ ├── data │ │ │ ├── py2-objarr.npy │ │ │ ├── py2-objarr.npz │ │ │ ├── py3-objarr.npy │ │ │ ├── py3-objarr.npz │ │ │ ├── python3.npy │ │ │ └── win64python2.npy │ │ ├── test__datasource.py │ │ ├── test__iotools.py │ │ ├── test__version.py │ │ ├── test_arraypad.py │ │ ├── test_arraysetops.py │ │ ├── test_arrayterator.py │ │ ├── test_financial_expired.py │ │ ├── test_format.py │ │ ├── test_function_base.py │ │ ├── test_histograms.py │ │ ├── test_index_tricks.py │ │ ├── test_io.py │ │ ├── test_loadtxt.py │ │ ├── test_mixins.py │ │ ├── test_nanfunctions.py │ │ ├── test_packbits.py │ │ ├── test_polynomial.py │ │ ├── test_recfunctions.py │ │ ├── test_regression.py │ │ ├── test_shape_base.py │ │ ├── test_stride_tricks.py │ │ ├── test_twodim_base.py │ │ ├── test_type_check.py │ │ ├── test_ufunclike.py │ │ └── test_utils.py │ ├── twodim_base.py │ ├── twodim_base.pyi │ ├── type_check.py │ ├── type_check.pyi │ ├── ufunclike.py │ ├── ufunclike.pyi │ ├── user_array.py │ ├── utils.py │ └── utils.pyi ├── linalg │ ├── __init__.py │ ├── __init__.pyi │ ├── lapack_lite │ │ ├── LICENSE.txt │ │ ├── README.rst │ │ ├── clapack_scrub.py │ │ ├── f2c.c │ │ ├── f2c.h │ │ ├── f2c_blas.c │ │ ├── f2c_c_lapack.c │ │ ├── f2c_c_lapack.f.patch │ │ ├── f2c_config.c │ │ ├── f2c_config.c.patch │ │ ├── f2c_d_lapack.c │ │ ├── f2c_d_lapack.f.patch │ │ ├── f2c_lapack.c │ │ ├── f2c_lapack.f.patch │ │ ├── f2c_s_lapack.c │ │ ├── f2c_s_lapack.f.patch │ │ ├── f2c_z_lapack.c │ │ ├── f2c_z_lapack.f.patch │ │ ├── fortran.py │ │ ├── lapack_lite_names.h │ │ ├── make_lite.py │ │ ├── python_xerbla.c │ │ └── wrapped_routines │ ├── lapack_litemodule.c │ ├── linalg.py │ ├── linalg.pyi │ ├── setup.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_deprecations.py │ │ ├── test_linalg.py │ │ └── test_regression.py │ └── umath_linalg.c.src ├── ma │ ├── API_CHANGES.txt │ ├── LICENSE │ ├── README.rst │ ├── __init__.py │ ├── __init__.pyi │ ├── bench.py │ ├── core.py │ ├── core.pyi │ ├── extras.py │ ├── extras.pyi │ ├── mrecords.py │ ├── mrecords.pyi │ ├── setup.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_core.py │ │ ├── test_deprecations.py │ │ ├── test_extras.py │ │ ├── test_mrecords.py │ │ ├── test_old_ma.py │ │ ├── test_regression.py │ │ └── test_subclassing.py │ ├── testutils.py │ └── timer_comparison.py ├── matlib.py ├── matrixlib │ ├── __init__.py │ ├── __init__.pyi │ ├── defmatrix.py │ ├── defmatrix.pyi │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ ├── test_defmatrix.py │ │ ├── test_interaction.py │ │ ├── test_masked_matrix.py │ │ ├── test_matrix_linalg.py │ │ ├── test_multiarray.py │ │ ├── test_numeric.py │ │ └── test_regression.py ├── polynomial │ ├── __init__.py │ ├── __init__.pyi │ ├── _polybase.py │ ├── _polybase.pyi │ ├── chebyshev.py │ ├── chebyshev.pyi │ ├── hermite.py │ ├── hermite.pyi │ ├── hermite_e.py │ ├── hermite_e.pyi │ ├── laguerre.py │ ├── laguerre.pyi │ ├── legendre.py │ ├── legendre.pyi │ ├── polynomial.py │ ├── polynomial.pyi │ ├── polyutils.py │ ├── polyutils.pyi │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ ├── test_chebyshev.py │ │ ├── test_classes.py │ │ ├── test_hermite.py │ │ ├── test_hermite_e.py │ │ ├── test_laguerre.py │ │ ├── test_legendre.py │ │ ├── test_polynomial.py │ │ ├── test_polyutils.py │ │ └── test_printing.py ├── py.typed ├── random │ ├── .gitignore │ ├── LICENSE.md │ ├── __init__.pxd │ ├── __init__.py │ ├── __init__.pyi │ ├── _bounded_integers.pxd.in │ ├── _bounded_integers.pyx.in │ ├── _common.pxd │ ├── _common.pyx │ ├── _examples │ │ ├── cffi │ │ │ ├── extending.py │ │ │ └── parse.py │ │ ├── cython │ │ │ ├── extending.pyx │ │ │ ├── extending_distributions.pyx │ │ │ └── setup.py │ │ └── numba │ │ │ ├── extending.py │ │ │ └── extending_distributions.py │ ├── _generator.pyi │ ├── _generator.pyx │ ├── _mt19937.pyi │ ├── _mt19937.pyx │ ├── _pcg64.pyi │ ├── _pcg64.pyx │ ├── _philox.pyi │ ├── _philox.pyx │ ├── _pickle.py │ ├── _sfc64.pyi │ ├── _sfc64.pyx │ ├── bit_generator.pxd │ ├── bit_generator.pyi │ ├── bit_generator.pyx │ ├── c_distributions.pxd │ ├── include │ │ ├── aligned_malloc.h │ │ └── legacy-distributions.h │ ├── mtrand.pyi │ ├── mtrand.pyx │ ├── setup.py │ ├── src │ │ ├── distributions │ │ │ ├── LICENSE.md │ │ │ ├── distributions.c │ │ │ ├── logfactorial.c │ │ │ ├── logfactorial.h │ │ │ ├── random_hypergeometric.c │ │ │ ├── random_mvhg_count.c │ │ │ ├── random_mvhg_marginals.c │ │ │ └── ziggurat_constants.h │ │ ├── legacy │ │ │ └── legacy-distributions.c │ │ ├── mt19937 │ │ │ ├── LICENSE.md │ │ │ ├── mt19937-benchmark.c │ │ │ ├── mt19937-jump.c │ │ │ ├── mt19937-jump.h │ │ │ ├── mt19937-test-data-gen.c │ │ │ ├── mt19937.c │ │ │ ├── mt19937.h │ │ │ ├── randomkit.c │ │ │ └── randomkit.h │ │ ├── pcg64 │ │ │ ├── LICENSE.md │ │ │ ├── pcg64-benchmark.c │ │ │ ├── pcg64-test-data-gen.c │ │ │ ├── pcg64.c │ │ │ ├── pcg64.h │ │ │ ├── pcg64.orig.c │ │ │ └── pcg64.orig.h │ │ ├── philox │ │ │ ├── LICENSE.md │ │ │ ├── philox-benchmark.c │ │ │ ├── philox-test-data-gen.c │ │ │ ├── philox.c │ │ │ └── philox.h │ │ ├── sfc64 │ │ │ ├── LICENSE.md │ │ │ ├── sfc64.c │ │ │ └── sfc64.h │ │ └── splitmix64 │ │ │ ├── LICENSE.md │ │ │ ├── splitmix64.c │ │ │ ├── splitmix64.h │ │ │ └── splitmix64.orig.c │ └── tests │ │ ├── __init__.py │ │ ├── data │ │ ├── __init__.py │ │ ├── mt19937-testset-1.csv │ │ ├── mt19937-testset-2.csv │ │ ├── pcg64-testset-1.csv │ │ ├── pcg64-testset-2.csv │ │ ├── pcg64dxsm-testset-1.csv │ │ ├── pcg64dxsm-testset-2.csv │ │ ├── philox-testset-1.csv │ │ ├── philox-testset-2.csv │ │ ├── sfc64-testset-1.csv │ │ └── sfc64-testset-2.csv │ │ ├── test_direct.py │ │ ├── test_extending.py │ │ ├── test_generator_mt19937.py │ │ ├── test_generator_mt19937_regressions.py │ │ ├── test_random.py │ │ ├── test_randomstate.py │ │ ├── test_randomstate_regression.py │ │ ├── test_regression.py │ │ ├── test_seed_sequence.py │ │ └── test_smoke.py ├── setup.py ├── testing │ ├── __init__.py │ ├── __init__.pyi │ ├── _private │ │ ├── __init__.py │ │ ├── decorators.py │ │ ├── extbuild.py │ │ ├── noseclasses.py │ │ ├── nosetester.py │ │ ├── parameterized.py │ │ ├── utils.py │ │ └── utils.pyi │ ├── print_coercion_tables.py │ ├── setup.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_doctesting.py │ │ └── test_utils.py │ └── utils.py ├── tests │ ├── __init__.py │ ├── test__all__.py │ ├── test_ctypeslib.py │ ├── test_matlib.py │ ├── test_numpy_version.py │ ├── test_public_api.py │ ├── test_reloading.py │ ├── test_scripts.py │ └── test_warnings.py ├── typing │ ├── __init__.py │ ├── _add_docstring.py │ ├── _array_like.py │ ├── _callable.pyi │ ├── _char_codes.py │ ├── _dtype_like.py │ ├── _extended_precision.py │ ├── _generic_alias.py │ ├── _nbit.py │ ├── _nested_sequence.py │ ├── _scalars.py │ ├── _shape.py │ ├── _ufunc.pyi │ ├── mypy_plugin.py │ ├── setup.py │ └── tests │ │ ├── __init__.py │ │ ├── data │ │ ├── fail │ │ │ ├── arithmetic.pyi │ │ │ ├── array_constructors.pyi │ │ │ ├── array_like.pyi │ │ │ ├── array_pad.pyi │ │ │ ├── arrayprint.pyi │ │ │ ├── arrayterator.pyi │ │ │ ├── bitwise_ops.pyi │ │ │ ├── char.pyi │ │ │ ├── chararray.pyi │ │ │ ├── comparisons.pyi │ │ │ ├── constants.pyi │ │ │ ├── datasource.pyi │ │ │ ├── dtype.pyi │ │ │ ├── einsumfunc.pyi │ │ │ ├── flatiter.pyi │ │ │ ├── fromnumeric.pyi │ │ │ ├── histograms.pyi │ │ │ ├── index_tricks.pyi │ │ │ ├── lib_function_base.pyi │ │ │ ├── lib_polynomial.pyi │ │ │ ├── lib_utils.pyi │ │ │ ├── lib_version.pyi │ │ │ ├── linalg.pyi │ │ │ ├── memmap.pyi │ │ │ ├── modules.pyi │ │ │ ├── multiarray.pyi │ │ │ ├── ndarray.pyi │ │ │ ├── ndarray_misc.pyi │ │ │ ├── nditer.pyi │ │ │ ├── nested_sequence.pyi │ │ │ ├── npyio.pyi │ │ │ ├── numerictypes.pyi │ │ │ ├── random.pyi │ │ │ ├── rec.pyi │ │ │ ├── scalars.pyi │ │ │ ├── shape_base.pyi │ │ │ ├── stride_tricks.pyi │ │ │ ├── testing.pyi │ │ │ ├── twodim_base.pyi │ │ │ ├── type_check.pyi │ │ │ ├── ufunc_config.pyi │ │ │ ├── ufunclike.pyi │ │ │ ├── ufuncs.pyi │ │ │ └── warnings_and_errors.pyi │ │ ├── misc │ │ │ └── extended_precision.pyi │ │ ├── mypy.ini │ │ ├── pass │ │ │ ├── arithmetic.py │ │ │ ├── array_constructors.py │ │ │ ├── array_like.py │ │ │ ├── arrayprint.py │ │ │ ├── arrayterator.py │ │ │ ├── bitwise_ops.py │ │ │ ├── comparisons.py │ │ │ ├── dtype.py │ │ │ ├── einsumfunc.py │ │ │ ├── flatiter.py │ │ │ ├── fromnumeric.py │ │ │ ├── index_tricks.py │ │ │ ├── lib_utils.py │ │ │ ├── lib_version.py │ │ │ ├── literal.py │ │ │ ├── mod.py │ │ │ ├── modules.py │ │ │ ├── multiarray.py │ │ │ ├── ndarray_conversion.py │ │ │ ├── ndarray_misc.py │ │ │ ├── ndarray_shape_manipulation.py │ │ │ ├── numeric.py │ │ │ ├── numerictypes.py │ │ │ ├── random.py │ │ │ ├── scalars.py │ │ │ ├── simple.py │ │ │ ├── simple_py3.py │ │ │ ├── ufunc_config.py │ │ │ ├── ufunclike.py │ │ │ ├── ufuncs.py │ │ │ └── warnings_and_errors.py │ │ └── reveal │ │ │ ├── arithmetic.pyi │ │ │ ├── array_constructors.pyi │ │ │ ├── arraypad.pyi │ │ │ ├── arrayprint.pyi │ │ │ ├── arraysetops.pyi │ │ │ ├── arrayterator.pyi │ │ │ ├── bitwise_ops.pyi │ │ │ ├── char.pyi │ │ │ ├── chararray.pyi │ │ │ ├── comparisons.pyi │ │ │ ├── constants.pyi │ │ │ ├── ctypeslib.pyi │ │ │ ├── datasource.pyi │ │ │ ├── dtype.pyi │ │ │ ├── einsumfunc.pyi │ │ │ ├── emath.pyi │ │ │ ├── fft.pyi │ │ │ ├── flatiter.pyi │ │ │ ├── fromnumeric.pyi │ │ │ ├── getlimits.pyi │ │ │ ├── histograms.pyi │ │ │ ├── index_tricks.pyi │ │ │ ├── lib_function_base.pyi │ │ │ ├── lib_polynomial.pyi │ │ │ ├── lib_utils.pyi │ │ │ ├── lib_version.pyi │ │ │ ├── linalg.pyi │ │ │ ├── matrix.pyi │ │ │ ├── memmap.pyi │ │ │ ├── mod.pyi │ │ │ ├── modules.pyi │ │ │ ├── multiarray.pyi │ │ │ ├── nbit_base_example.pyi │ │ │ ├── ndarray_conversion.pyi │ │ │ ├── ndarray_misc.pyi │ │ │ ├── ndarray_shape_manipulation.pyi │ │ │ ├── nditer.pyi │ │ │ ├── nested_sequence.pyi │ │ │ ├── npyio.pyi │ │ │ ├── numeric.pyi │ │ │ ├── numerictypes.pyi │ │ │ ├── random.pyi │ │ │ ├── rec.pyi │ │ │ ├── scalars.pyi │ │ │ ├── shape_base.pyi │ │ │ ├── stride_tricks.pyi │ │ │ ├── testing.pyi │ │ │ ├── twodim_base.pyi │ │ │ ├── type_check.pyi │ │ │ ├── ufunc_config.pyi │ │ │ ├── ufunclike.pyi │ │ │ ├── ufuncs.pyi │ │ │ ├── version.pyi │ │ │ └── warnings_and_errors.pyi │ │ ├── test_generic_alias.py │ │ ├── test_isfile.py │ │ ├── test_runtime.py │ │ └── test_typing.py └── version.py ├── pavement.py ├── pyproject.toml ├── pytest.ini ├── release_requirements.txt ├── runtests.py ├── setup.cfg ├── setup.py ├── site.cfg.example ├── test_requirements.txt ├── tools ├── allocation_tracking │ └── README.md ├── c_coverage │ ├── HOWTO_C_COVERAGE.txt │ ├── c_coverage_collect.sh │ └── c_coverage_report.py ├── changelog.py ├── ci │ ├── push_docs_to_repo.py │ └── test_all_newsfragments_used.py ├── commitstats.py ├── cythonize.py ├── download-wheels.py ├── find_deprecated_escaped_characters.py ├── functions_missing_types.py ├── gitpod │ ├── Dockerfile │ ├── gitpod.Dockerfile │ ├── settings.json │ └── workspace_config ├── lint_diff.ini ├── linter.py ├── list_installed_dll_dependencies_cygwin.sh ├── list_numpy_dlls.sh ├── npy_tempita │ ├── __init__.py │ ├── _looper.py │ ├── compat3.py │ └── license.txt ├── openblas_support.py ├── pypy-test.sh ├── rebase_installed_dlls_cygwin.sh ├── refguide_check.py ├── replace_old_macros.sed ├── swig │ ├── Makefile │ ├── README │ ├── numpy.i │ ├── pyfragments.swg │ └── test │ │ ├── Array.i │ │ ├── Array1.cxx │ │ ├── Array1.h │ │ ├── Array2.cxx │ │ ├── Array2.h │ │ ├── ArrayZ.cxx │ │ ├── ArrayZ.h │ │ ├── Farray.cxx │ │ ├── Farray.h │ │ ├── Farray.i │ │ ├── Flat.cxx │ │ ├── Flat.h │ │ ├── Flat.i │ │ ├── Fortran.cxx │ │ ├── Fortran.h │ │ ├── Fortran.i │ │ ├── Makefile │ │ ├── Matrix.cxx │ │ ├── Matrix.h │ │ ├── Matrix.i │ │ ├── SuperTensor.cxx │ │ ├── SuperTensor.h │ │ ├── SuperTensor.i │ │ ├── Tensor.cxx │ │ ├── Tensor.h │ │ ├── Tensor.i │ │ ├── Vector.cxx │ │ ├── Vector.h │ │ ├── Vector.i │ │ ├── setup.py │ │ ├── testArray.py │ │ ├── testFarray.py │ │ ├── testFlat.py │ │ ├── testFortran.py │ │ ├── testMatrix.py │ │ ├── testSuperTensor.py │ │ ├── testTensor.py │ │ └── testVector.py ├── 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