0.2.0

Overview

• New basis API. Distinct basis objects for "Conv" and "Eval" mode of operation.
• Basis compute_features accepts multi-dimensional inputs for both "Conv" and "Eval" bases.
• Added IdentityEval bases for including custom inputs in composite bases.
• Added HistoryConv bases to include the raw history of an input as a predictor.
• New module for applying identifiability constraints to a model matrix.
• New SVRG solver with optimized parameters.
• New documentation website based on sphinx PyData theme.
• Improved basis documentation: new how-to guides and summary of the available bases.
• Added examples in docstrings of user-facing methods and functions.
• Coefficient splitting method of basis.

What's Changed

• Update python versions by @BalzaniEdoardo in #211
• Add (Prox-)SVRG as a solver for GLMs by @bagibence in #184
• fix ident constraint by @BalzaniEdoardo in #214
• Swap parameter order to match sklearn scorer by @BalzaniEdoardo in #215
• Use pooch by @BalzaniEdoardo in #216
• add try/except for seaborn and ipython by @BalzaniEdoardo in #218
• improved code refs by @BalzaniEdoardo in #219
• Change names and simplify landing page by @BalzaniEdoardo in #223
• set up javascript animation by @BalzaniEdoardo in #230
• renaming files in dev notes by @BalzaniEdoardo in #231
• Development by @BalzaniEdoardo in #233
• Add support section by @BalzaniEdoardo in #234
• Doctest by @BalzaniEdoardo in #232
• reordered cards by @BalzaniEdoardo in #237
• Move overview by @BalzaniEdoardo in #227
• prevent absolute links to docs (except badge) by @BalzaniEdoardo in #238
• Fix sklearn test by @BalzaniEdoardo in #240
• Bugfix basis properties by @BalzaniEdoardo in #241
• Revert "Bugfix basis properties" by @BalzaniEdoardo in #244
• Bugfix basis properties by @BalzaniEdoardo in #245
• fixed warns in test_convergence.py by @BalzaniEdoardo in #242
• Fix warns test convolution by @BalzaniEdoardo in #246
• Development by @BalzaniEdoardo in #239
• Splits tox into multiple jobs by @billbrod in #250
• require sample axis to be axis=0 by @BalzaniEdoardo in #254
• Initialization by @BalzaniEdoardo in #252
• Added glm.py examples in docstrings by @pranmod01 in #249
• Automatic step sizes for SVRG by @bagibence in #207
• added linting tests to tox.ini and linted by @BalzaniEdoardo in #258
• Started basis examples by @pranmod01 in #253
• fixed abs links by @BalzaniEdoardo in #262
• Start facilitating coefficient splitting by @BalzaniEdoardo in #247
• Sphinx by @BalzaniEdoardo in #264
• Basis refactor pr1 by @BalzaniEdoardo in #273
• Document basis by @BalzaniEdoardo in #274
• Multi dim eval basis by @BalzaniEdoardo in #275
• Set shape basis method by @BalzaniEdoardo in #276
• Improve transformer api by @BalzaniEdoardo in #280
• Identity basis by @BalzaniEdoardo in #282
• added decorator to simulate by @BalzaniEdoardo in #287
• PopulationGLM sklearn clone by @billbrod in #291
• fix split_by_feature bug by @billbrod in #289
• Adds repr for our custom classes by @billbrod in #286
• Development by @BalzaniEdoardo in #293
• Bugfix init composite basis by @BalzaniEdoardo in #294
• New release by @BalzaniEdoardo in #295

New Contributors

• @pranmod01 made their first contribution in #249

Full Changelog: 0.1.6...0.2.0