Add twine check to CI, attempt fix in README #379
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* Add twine check to CI, attempt fix in README (#379) * Tests for plotting functions and methods, other increases in test coverage (#384) * Vectorization2 (#378) * Fix azure on windows (#388) * Allow more general input to ripser when metric='precomputed', improve/refactor check_point_clouds and add tests (#386) * Add citing entry to README.rst and doc/faq.rst (#389) * Fix markdown subsection formatting (#390) * Prepare release 0.2.1 (#391) Co-authored-by: Anibal M. Medina-Mardones <ammedmar@gmail.com> Co-authored-by: REDS institute <reds-heig@users.noreply.github.com> Co-authored-by: Guillaume Tauzin <guillaumetauzin.ut@gmail.com>
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* Add temporary patch to azure-pipelines.yml (#369) Get around Azure DevOps issues by following a suggestion by Sean Law: https://twitter.com/seanmylaw/status/1239332444865773568 * Remove metatransformers (#368) Signed-off-by: Guillaume Tauzin <guillaumetauzin.ut@gmail.com> * Extend plotting functionalities to more transformers and other modules (#362) * start plotting for images * Add the image plotting file * Add an imagePlotMixin subclassing the ImagePlot for theimage submodule, add persistenceImage plots * Add plot_persistence_image to the package * Add plotting functionalities to filtrations in the image module and forbetticurves * Preprocessing covered by plots * Add basic plotting functions for different vectorisation methods * Incorporate plotting for diagram representations and images/preprocessing * Change the docstring for ImagePlotterMixin and add fail on 3d images * Correct the samplingsin features, and titles * Small wording fix * Change dosctrings for plot in diagrams/features * Fix typo in variable name * Change plotting of heatkernel to the same as persistenceimage, use samplings * Cast images to floats, so as they can be always plotted * Add a Homology and PointCloud Mixin * Use the new PlotMixins * Add todo in Forgetdimensions, in relation to plotting * Add plotting to point_cloudsrescaling, correctimports * Wording changes * Correct n_values to n_bins and add 's' to n_homologydimensionS * Correct spelling mistakes * Change the name of ...PlotterMixin to ...Plotter * Make SlidingWindowEmbedding a PointCloudPlotter * Fix typoin import * Fix linting * Correct the way the distance matrices are displayed, and add the SlidingWindow.plot method * Change behaviour of transform_plot to return the 0-th sample * Docstring fixes * Create diagrams/representations.py, and migrate amplitude to features.py This change reflects the new documentation structure and the difference now drawn there between feature creation for diagrams (scalars) and vector representations/vectorizations. These changes are mostly invisible to the user. * Remove unused identity function * Rename HomologyPlotter as DiagramPlotter * Add homology_dimensions kwarg to DiagramPlotter, revise docstring * Small docstring fixes * Try adding triggers in the yaml * Remove excessive blank line * Revert "Change behaviour of transform_plot to return the 0-th sample" This reverts commit 2fa0209. * Fix docstring for PlotterMixin * Further docstring refinements in `PlotterMixin` * Remove `DiagramPlotter`, differentiate between implementations of `plot` Also make plot methods static in classes in `gtda.homology` and in ForgetDimensino * Correctly import PlotterMixin * Correct the plotting in the lorentz notebook * Remove PointCloudPlotter and refine plot methods for point clouds * Thorough refactoring of plotting API - Eliminate some top-level functions for diagram representations, leave only betti_curves and betti_surfaces - Remove ImagePlotter mixin and plotting/_plot.py, create top-level plot_heatmap function - Rename plotting/diagrams.py to plotting/diagrams_representations.py - Rename plotting/image.py to plotting/images.py - Rename plotting/homology.py to plotting/persistence_digrams.py - Fix problem with Binarizer coming from now-removed normalize parameter - Refactor notebooks to use plotting API - MIscellaneous small changes elsewhere The philosophy behind the file changes in gtda/plotting is that file names now reflect data structures and do not try to follow the names of subpackages like diagrams, image, etc. * Grammar * Fix default parameter for homology_dimension_ix in HeatKernel * Change plot_diagrams to allow ForgetDimension to work * Allow _subdiagrams to better handle infs of different kind * Add inline comment for future selves * Write check_diagrams docstring and make it convert to float, revert previous changes to _subdiagrams * Pass copy=False to astype in check_diagrams Co-authored-by: Guillaume Tauzin <guillaume.tauzin@epfl.ch> Co-authored-by: Guillaume Tauzin <guillaumetauzin.ut@gmail.com> Co-authored-by: Umberto Lupo <46537483+ulupo@users.noreply.github.com> Co-authored-by: Umberto <u.lupo@l2f.ch> * Glossary entry: distance, inner products & kernels (#370) * Update P landscapes * Add distances, inner products and kernels glossary entry * Update after W's comments Signed-off-by: ammedmar <ammedmar@gmail.com> Co-authored-by: ammedmar <anibal@medina-mardones.com> * Add reference for images submodules (#372) * Add reference for images submodules Signed-off-by: Guillaume Tauzin <guillaumetauzin.ut@gmail.com> * Move hera to submodule (#371) * delete hera repository * Add hera as submodule * Remove unnecessary branch for submodule * Add parameter max_bids_per_round when computing wasserstein * Fix an inconsistency with wasserstein implementation In Wasserstein, by default epsilon_common_ratio is equal 5, and it can be equal 0, which our bindings did not allow * Add test for python bindings of wasserstein Add method to retrieve what wasserstein consider to be infinity as an input * Add test for python bindings of bottleneck * Add fixes done by author after I contact him Signed-off-by: julian <julian.burellaperez@heig-vd.ch> * Miscellaneous refinements to GitHub pages (#363) * Remove code fetching logo as it is now stored in doc/images * Fix logo in examples directory * Partial rewriting of contributing page * Remove instructions for building documentation * Simplify path in Makefile * Remove documentation job in azure-pipelines.yml * Add @wreise to authors in doc/conf.py * Remove paper citation from FAQ * Rename Glossary to Theory Glossary * Linting in images subpackage * Add PlotterMixin to base.rst * Update FAQ * Improve README with pointers to GH pages * Implement @wreise's review suggestions * Fix links to svgs * Remove remaining mentions of plotting.py * Rename basic to tutorials and advanced to examples * Fixes in jupyter notebooks in examples folder * Add plotting in docs * Fixes in glossary * Correct the VBox display * Add TODO instead of empty reference in Cech docstring * Fix references in docstrings * Reintroduce scrollZoom in mapper_quickstart * Improve landing page and move Lewis' blog post to notebooks/tutorials.rst Co-authored-by: Wojciech Reise <reisewojtus@gmail.com> * Pcs different sizes (#318) * Add a check_point_clouds fct in utils/validation, and apply it throughout classes in ``homology/simplicial.py`` * Adapt and add tests * Make the output of ImageToPointCloud variable in size, and adjust the tests (modify the expected values) * Add mapper and utils to global __init__ * Revise use of check_array throughout * Linting and code clarity improvements throughout * Fix some incorrect links to GH pages * Revert to trivial slicing in transform_plot method of PlotterMixin, to cover case of list input Co-authored-by: Umberto <u.lupo@l2f.ch> * Release of v0.2.0 (#375) * Bump version to 0.2.0, add release notes * Improve LaTeX rendering in mapper_quickstart.ipynb * Add @rth as a contributor and code author for v0.2.0 (#376) * Add @rth to code authors and list of contributors for v0.2.0 * [WIP] Add twine check to CI, attempt fix in README (#379) * Add twine check to azure-pipelines.yml * Fix formatting and duplicate issues in README.rst * Tests for plotting functions and methods, other increases in test coverage (#384) * Remove images subpackage from code omitted from coverage * Add tests for Filtering class * Add tests in diagrams subpackage, linting - Rename test_features -> test_features_representations - Create parametrized dummy tests for fit_transform_plot method of transformers in representations.py - Improve structure and range of tests in test_preprocessing in a similar way - Create dummy tests of shape for BettiCurve and PersistenceLandscape - Linting and code style changes elsewhere * Add fit_transform_plot test for GraphGeodesicDistance * Add fit_transform_plot tests in gtda.homology * Fix typo in voids_on_the_plane notebook * Add fit_transform_plot tests for images subpackage * Add fit_transform_plot tests for point_clouds subpackage * Add test for SlidingWindow.plot * Linting * Exclude gtda.utils._doc and gtda.utils.intervals from coveragerc * Implement @wreise's suggestions - Rename some test functions - Implement a solution to the automatic tab opening problem, based on setting the default value of plotly.io.renderers in test files * Upload coverage report only from Azure macOS job * Exclude test folders from coverage reports * Vectorization2 (#378) * Update P landscapes * Add distances, inner products and kernels glossary entry Signed-off-by: ammedmar <anibal@medina-mardones.com> * Fix azure on windows (#388) * Update ccache * Update variable used to indicate boost headers location Official answer from boost devs: https://discourse.cmake.org/t/findboost-difference-between-boost-include-dir-and-boost-include-dirs/855 * Add install boost step in Azure CI, which downloads boost Signed-off-by: julian <julian.burellaperez@heig-vd.ch> * Allow more general input to ripser when metric='precomputed', improve/refactor check_point_clouds and add tests (#386) * Remove boolean mask on infinite values in VietorisRipsPersistence * Refactoring of check_point_clouds - Rename distance_matrix kwarg to distance_matrices - Add checks for square input when distance_matrices is set to True - More comprehensive/friendly error messages and warnings * Increase generality of ripser function when metric == 'precomputed' Sklearn's pairwise_distances is no longer called when metric='precomputed'. This is because pairwise_distances checks for positivity and finite input in that case, but this is unnecessarily restrictive for ripser. pairwise_distances also checks for square input so this is no longer checked in the case metric='precomputed'. But the ripser function is not meant for use in isolation. It is meant to be called by a VietorisRipsPersistence instance, and input validation can be offloaded to that class. In particular, 9bab872 introduces checks for square input. * Add tests for check_point_clouds * Refresh docstrings for VietorisRipsPersistence - Mention "adjacency matrices of weighted undirected graphs" as well as distance matrices - Mention compatibility with filtration in docstrings for fit and transform * Add citing entry to README.rst and doc/faq.rst (#389) * Add citation section in README * Add citation info to FAQ page in docs Signed-off-by: Guillaume Tauzin <guillaumetauzin.ut@gmail.com> Co-authored-by: Umberto Lupo <46537483+ulupo@users.noreply.github.com> * Fix markdown subsection formatting (#390) * Fix citing giotto-tda section * Fix Important link section * Prepare release 0.2.1 (#391) * Make the docs and push to a test branch in gtda-docs * Fix indentation Co-authored-by: Umberto Lupo <46537483+ulupo@users.noreply.github.com> Co-authored-by: Guillaume Tauzin <guillaumetauzin.ut@gmail.com> Co-authored-by: Guillaume Tauzin <guillaume.tauzin@epfl.ch> Co-authored-by: Umberto <u.lupo@l2f.ch> Co-authored-by: Anibal M. Medina-Mardones <ammedmar@gmail.com> Co-authored-by: ammedmar <anibal@medina-mardones.com> Co-authored-by: REDS institute <reds-heig@users.noreply.github.com>
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