Version 0.8

What's Changed

• Local averages construction by @alvaro-castillo in #418
• Kernel Regression and Hat Matrix by @ElenaPetrunina in #417
• Implement unary minus for FData by @jiduque in #425
• Remove alpha parameter of Magnitude-Shape plot and outlier detector. by @vnmabus in #424
• Add deprecated classes and modules for Kernel Smoothing. by @vnmabus in #423
• Update _fourier.py by @ElenaPetrunina in #431
• Change example of per class transformer by @alvaro-castillo in #422
• LLR for non orthonormal basis by @ElenaPetrunina in #430
• Occupation measure construction by @alvaro-castillo in #396
• Fix HatMatrix documentation by @ElenaPetrunina in #432
• Add "solver" and "max_iter" parameters to class LogisticRegression by @dSerna4 in #435
• Number of up crossings construction by @alvaro-castillo in #419
• Fixing a typo on Predictors sklearn vs skfda by @alvaro-castillo in #437
• Organization of preprocessing module by @alvaro-castillo in #439
• Paremeterized Functional QDA by @alvaro-castillo in #427
• Style fixes on classification example by @alvaro-castillo in #444
• Update classification rst by @alvaro-castillo in #445
• Fix docstrings for read the docs style by @alvaro-castillo in #446
• Comment fix by @alvaro-castillo in #447
• Add rst by @alvaro-castillo in #449
• Mahalanobis by @pedrorponga in #397
• Function transformers by @alvaro-castillo in #442
• Integration with binder. by @vnmabus in #450
• Add return_X_y parameter for UCR datasets. by @vnmabus in #453
• fix examples by @alvaro-castillo in #451
• Adding a comparison table to the example by @alvaro-castillo in #452
• Feature Construction Moments by @alvaro-castillo in #438
• Add MCO dataset. by @vnmabus in #455
• Add NOx dataset. by @vnmabus in #456
• Move tests inside package. by @vnmabus in #459
• Ignore the entire .vscode folder by @Ddelval in #463
• Improve k_neighbors example by @Ddelval in #462
• Feature/refactor neighbors by @vnmabus in #465
• Speed up evaluation of FDataGrid by @vnmabus in #474
• Documentation fixes, weights deprecation and linter warnings by @Ddelval in #467
• Update plot_kernel_smoothing.py by @ElenaPetrunina in #473
• Support for dataframes by @rafa9811 in #390
• Error sphinx windows by @pedrog99 in #477
• Fix wrong variable name in fpca by @Ddelval in #478
• Score functions for FData by @ElenaPetrunina in #429
• Make weights parameter private by @Ddelval in #483
• Change quadrature in fpca test by @Ddelval in #489
• Issue/classifier classes/test by @m5signorini in #481
• Issue/classifier_classes/kneighbours by @m5signorini in #491
• Issue/classifier classes/centroid by @m5signorini in #492
• Issue/classifier_classes/ddc by @m5signorini in #493
• Issue/classifier classes/qda by @m5signorini in #494
• Feature/rename basis by @Ddelval in #490
• Issue/classifier_classes/logreg by @m5signorini in #496
• Changed Gramian matrix to Gram matrix for better consistency. Issue #501. by @Saumya-ranjan in #502
• Custom Basis by @Ddelval in #495
• Move metadata to pyproject.toml by @vnmabus in #503

New Contributors

• @jiduque made their first contribution in #425
• @Ddelval made their first contribution in #463
• @rafa9811 made their first contribution in #390
• @pedrog99 made their first contribution in #477
• @m5signorini made their first contribution in #481
• @Saumya-ranjan made their first contribution in #502

Full Changelog: 0.7.1...0.8