v1.0.4

v1.0.4 (2023-07-22)

Fix

• fix: correct MCA scores and SCF (#66) (f6ecc49)

• fix: consistent (squared) covariance for MCA (8e43d15)

• fix: use conjugate for squared total variance (597ba77)

• fix: issue with dot product in rotation (ab28cca)

v1.0.3

Fix

• Dummy patch to fix package versioning (#53) (89d128d)

v1.0.2

Feature

• Complex MCA amplitude and phase (55ce3b1)
• Add meta data to model output (083a8e0)
• Skeleton of Bootstrapper class (4934b31)
• Rotation supports dask input (78360cf)
• Add complex MCA (13f8bbc)
• RotatorFactory to access rotator classes (90b2db6)
• EOF class transform, inverse_trans and corr (fb71ffe)
• Add support for complex EOF (6bff6af)

Fix

• method: Remove bias in Hilbert transform after padding (#52) (f65f54b)
• method: Remove bias in Hilbert transform after padding (8e199ef)
• Correct bias in Hilbert trans when padding (#51) (ef37dd3)
• Correct bias in Hilbert trans when padding (c0183df)
• Add dependency statsmodels (87e7e1d)
• Add components and pattern method to MCA (849059b)
• Merge 'release-v1.0.0' into bootstrapper (e6ea275)
• Stacker in T-mode (2f9be99)
• Supress warning when unstacking coords (2f01695)
• Number of modes to be rotated defaults 10 (b13c833)
• Rename n_rot to n_modes (5b39cd4)
• N_components instead of n_modes (5d282b1)
• Change parameter dims to dim (70fe651)
• Phase of complex methods returns np.ndarray (dfb050d)
• Complex decomposition not used (2086546)
• Added missing import (207af0a)
• Remove unecessary dimensions in scores (63e2204)
• Reindex data to ensure deterministic output (60c382b)
• ListStacker correctly unstacks (e363357)
• Define names of output arrays (c826aa8)

Breaking

• rename n_rot to n_modes (5b39cd4)
• n_components instead of n_modes (5d282b1)
• change parameter dims to dim (70fe651)
• drop support for pandas (96196e5)

Documentation

• Minor improvements (#50) (00ac5b3)
• Citation in bibtex format (f33f2d5)
• Updates examples (f31024b)
• Citation (4054e15)
• Set color styling (59213dc)
• Add pydata-sphinx-theme as doc dependency (#49) (976d390)
• Add pydata-sphinx-theme as doc dependency (15c5a3e)
• Improve documentation (#48) (378aae8)
• Move to pydata sphinx theme (9e92920)
• Add comparison to other packages (7985585)
• Fix broken badge (9d9b5d8)
• Add dev-dependeny for readthedocs (#46) (e1e6379)
• Add sphinx related packages to env (6e07d3b)
• Improve documentation (b7c6680)
• Add more docstrings (84ebb5a)
• Add docstrings (0fe6e24)

Performance

• Always compute scaling arrays prior to analy (5b810ce)

v1.0.1

Fix

• Build and ci (#45) (7d1a88b)
• Add dask as dependency (#42) (2bb2b6b)

v1.0.0

Feature

• V1.0.0 (ec70e8a)

Breaking

• drop pandas support; add support for dask, complex EOF and flexible inputs (ec70e8a)

v0.7.2

Fix

• FutureWarning in coslat check (#37) (285fe0f)

v0.7.1

Fix

• Allow newer xarray version (49723c0)

v0.7.0

Feature

• Add support for ROCK-PCA (202844d)
• Merge branch 'develop' into rock-pca (6a5bda8)
• Add ROCK PCA (0ba0660)
• Add Rotator class for MCA (0e9e8f9)
• Add Rotator class for MCA (6adf45f)

Fix

• Add stabilizer for communalities during rotation (462f2fe)
• Numpy and pandas classes did not consider axis parameter (8b75271)

Documentation

• Bibtex not showing up on Github ;) (0c2a663)
• Add bibtex (1428ebf)
• Fix some minor errors (d5d3f73)
• Update README (2d28995)
• Change examples (1c69645)
• Adding example for ROCK PCA (8c6da93)
• Update ROCK PCA to documentation (3a7394d)
• Update README (9e3210d)
• Add example and update docs (8bed38a)
• Some minor corrections in docstrings (75eed31)
• More text (0f9c32e)
• Fix docs (19bb84e)

v0.6.0

Feature

• Add MCA (34a82d1)
• Add MCA support for xarray (e816e36)
• Add MCA support for pandas (834d7dd)
• Add MCA support for numpy (8ded4df)
• Add MCA base class (58612e4)
• Add bootstrap methods (d5f6797)
• Bootstrapper for xarray (f807ea6)
• Bootstrapper for pandas (a32b1d3)
• Bootstrapper for numpy class (c5923b3)
• Bootstrapper base class (f4ee31a)

Fix

• Set informative names of Dataframes and DataArrays (b5b5286)

Documentation

• Minor restructuring (dbdc885)
• Remove some old examples (625dd08)
• Minor changes in text and example arrangements (b7f1628)
• Update documentation and docstrings (b8fffdc)
• Add MCA example (4fb881e)
• Reorganize examples (68d9db0)
• Add figure to bootstrapping example (69894a0)
• Add docstrings to bootstrapping methods (9c8145c)
• Add simple example for bootstrapping (ba62057)
• Add install instructions for conda (ef293e5)
• Add zenodo badge (4f338ef)

v0.5.0

Feature

• Add support for multivariate EOF analysis (53961d9)
• Merge branch 'main' into develop (6d2d646)
• Add support for multivariate EOF analysis (fa9503a)
• Add base and xarray class for multivariate EOF analysis (5ba07f0)

Documentation

• Update README (fdc76ee)
• Add example for multivariate EOF analysis (59a1f1b)
• Add example (07b3bb8)
• Add example for multivariate EOF analysis (7ae2ae8)
• Add zenodo badge (7792953)
• Update README (5693fe9)
• Fix typo (d5505c6)