geomstats/geomstats: Geomstats v2.4.1

• Stable by @ninamiolane in https://github.com/geomstats/geomstats/pull/1177
• Add the dataset of cells to the nb 01 data on manifolds by @ninamiolane in https://github.com/geomstats/geomstats/pull/1178
• Modify shape analysis notebook by @alebrigant in https://github.com/geomstats/geomstats/pull/1180
• make codecov sensible again by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1181
• Un-stall PR on General Elastic Metric by @ninamiolane in https://github.com/geomstats/geomstats/pull/1182
• full rank matrices by @annacalissano in https://github.com/geomstats/geomstats/pull/1186
• Improve MDM by @qbarthelemy in https://github.com/geomstats/geomstats/pull/1188
• Improve MDM, 2 by @qbarthelemy in https://github.com/geomstats/geomstats/pull/1189
• Add predict_proba to MDM by @qbarthelemy in https://github.com/geomstats/geomstats/pull/1193
• Add exp and log maps for SPD Euclidean by @qbarthelemy in https://github.com/geomstats/geomstats/pull/1192
• Patching Backend Operations by @captain-pool in https://github.com/geomstats/geomstats/pull/1190
• reformat code snippets for highlighting in documentation by @nguigs in https://github.com/geomstats/geomstats/pull/1196
• add extrinsic to spherical and its tangent by @nguigs in https://github.com/geomstats/geomstats/pull/1195
• Fix typo by @heytitle in https://github.com/geomstats/geomstats/pull/1199
• updating symeig with eigh by @captain-pool in https://github.com/geomstats/geomstats/pull/1201
• Committing new files for the psd matrices of rank k by @annacalissano in https://github.com/geomstats/geomstats/pull/1191
• Fix issue #1083 by @alebrigant in https://github.com/geomstats/geomstats/pull/1209
• Cleaning hyperbolic doc and vectorisation by @tgeral68 in https://github.com/geomstats/geomstats/pull/1211
• Add list of hackathons to the README by @ninamiolane in https://github.com/geomstats/geomstats/pull/1214
• rename EmbeddedManifold into LevelSet by @nguigs in https://github.com/geomstats/geomstats/pull/1219
• Add visualization of SPD(2) matrices through Ellipsis. by @ninamiolane in https://github.com/geomstats/geomstats/pull/1210
• Rm deprecated code in lie_groups.py about loss and grad by @ninamiolane in https://github.com/geomstats/geomstats/pull/1215
• Temporarily remove tests with python 3.7 3.8 for the hackathon (only 3.9 is tested) by @ninamiolane in https://github.com/geomstats/geomstats/pull/1221
• add circle with representation by one angle by @nguigs in https://github.com/geomstats/geomstats/pull/1212
• pytest migration - 1 by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1205
• Example of geodesic regression on the Grassmann manifold by @nguigs in https://github.com/geomstats/geomstats/pull/1220
• FIX: Change docstring for the manifold PSD(n, k) by @ninamiolane in https://github.com/geomstats/geomstats/pull/1230
• Add documentation in autodiff modules by @ninamiolane in https://github.com/geomstats/geomstats/pull/1226
• faster spd checking by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1143
• Add triu and test by @mortenapedersen in https://github.com/geomstats/geomstats/pull/1232
• Add API for symplectic and leapfrog steps in integrators by @ninamiolane in https://github.com/geomstats/geomstats/pull/1233
• Template for lddmm metric on landmarks by @nguigs in https://github.com/geomstats/geomstats/pull/883
• Try running tests on Heisenberg by @ninamiolane in https://github.com/geomstats/geomstats/pull/1238
• Add 3D heisenberg group in vector representation and unit tests by @mortenapedersen in https://github.com/geomstats/geomstats/pull/1213
• Try PR on subRiemannian geometry by @ninamiolane in https://github.com/geomstats/geomstats/pull/1239
• Add sub-Riemannian metric class by @mortenapedersen in https://github.com/geomstats/geomstats/pull/1237
• Add a subcase to torch solve_sylvester by @emaignant in https://github.com/geomstats/geomstats/pull/1223
• Add hamiltonian, cometric and inner-coproduct by @ninamiolane in https://github.com/geomstats/geomstats/pull/1240
• Remove outdated loss and grad functions in riemannian metric by @ninamiolane in https://github.com/geomstats/geomstats/pull/1241
• Xpennec stiefel tests by @xpennec in https://github.com/geomstats/geomstats/pull/1236
• Allow to pass initial point to FrechetMean estimator by @nguigs in https://github.com/geomstats/geomstats/pull/1234
• add subcase to tensorflow + add test by @nguigs in https://github.com/geomstats/geomstats/pull/1242
• Graphspace by @annacalissano in https://github.com/geomstats/geomstats/pull/1244
• Cholesky space by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1142
• Clean style of sub-Riemannian metrics by @ninamiolane in https://github.com/geomstats/geomstats/pull/1250
• Adapt DeepSource config by @ninamiolane in https://github.com/geomstats/geomstats/pull/1255
• fix docs by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1258
• Fix docs by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1259
• update documentation key by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1260
• Refactor/clean module of discrete curves by @alebrigant in https://github.com/geomstats/geomstats/pull/1248
• clean test_symmetric_matrices by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1261
• Update contributing: nose -> pytest by @ninamiolane in https://github.com/geomstats/geomstats/pull/1262
• Acknowledge recent contributors by @ninamiolane in https://github.com/geomstats/geomstats/pull/1265
• Add lead author(s) to each module by @ninamiolane in https://github.com/geomstats/geomstats/pull/1266
• cleaning github actions by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1252
• check by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1268
• Rename lr to init_step_size everywhere by @nguigs in https://github.com/geomstats/geomstats/pull/1274
• Introduce n-fold manifolds by @nguigs in https://github.com/geomstats/geomstats/pull/1249
• build docs through commands not through action by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1275
• rewrite by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1276
• conditional deployement by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1277
• Fix docs GitHub actions 3 by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1278
• Add notebook with cancer cell shapes analysis by @ninamiolane in https://github.com/geomstats/geomstats/pull/1280
• Add hacks to help FrechetMean computations + Display quantiles to the mean shape by @ninamiolane in https://github.com/geomstats/geomstats/pull/1284
• NEW: doc strings generator and checker by @ninamiolane in https://github.com/geomstats/geomstats/pull/1290
• Test if rotation matrices are antipodals before trying to compute the Log by @ninamiolane in https://github.com/geomstats/geomstats/pull/1229
• Add missing nb-thumbnails tags to render tutorials on doc website by @ninamiolane in https://github.com/geomstats/geomstats/pull/1291
• add missing notebook by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1293
• clean test_spd_matrices with parametrization by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1263
• Hotfix: Make tests pass again w. py38 and skipping failing tests by @ninamiolane in https://github.com/geomstats/geomstats/pull/1296
• Fix Build->Test Badge on README.rst by @ninamiolane in https://github.com/geomstats/geomstats/pull/1297
• check for repo name by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1300
• Hotfix: Bring back linting on tests/ folder + fix some code style issues by @ninamiolane in https://github.com/geomstats/geomstats/pull/1299
• Add more conditions to docs.yml by @SaitejaUtpala in https://github.com/geomstats/geomstats/pull/1301
• Geomstats v 2.4.1 by @ninamiolane in https://github.com/geomstats/geomstats/pull/1305
• Merge master (v2.4.1) into stable by @ninamiolane in https://github.com/geomstats/geomstats/pull/1306

• @annacalissano made their first contribution in https://github.com/geomstats/geomstats/pull/1186
• @qbarthelemy made their first contribution in https://github.com/geomstats/geomstats/pull/1188
• @captain-pool made their first contribution in https://github.com/geomstats/geomstats/pull/1190
• @heytitle made their first contribution in https://github.com/geomstats/geomstats/pull/1199
• @mortenapedersen made their first contribution in https://github.com/geomstats/geomstats/pull/1232

Full Changelog: https://github.com/geomstats/geomstats/compare/2.3.1...v2.4.1