v0.12.0 - 2024-11-12

Maintenance

• Modularize fit Method of GaussianMultivariate to Improve Exception Handling - Issue #431 by @pvk-developer
• Move __init__.py utility functions to a utils.py module. - Issue #428 by @pvk-developer
• AttributeError raised when an entry point fails to load - Issue #427 by @pvk-developer

v0.11.1 - 2024-08-21

Maintenance

• Add support for scikit-learn 1.5.0 - Issue #415 by @R-Palazzo
• Add support for numpy 2.0.0 - Issue #412 by @R-Palazzo
• Only run unit and integration tests on oldest and latest python versions for macos - Issue #405 by @R-Palazzo
• Cleanup automated PR workflows - Issue #402 by @R-Palazzo
• Switch to using ruff for Python linting and code formatting - Issue #378 by @gsheni

Bugs Fixed

• Cap numpy to less than 2.0.0 until Copulas supports - Issue #411 by @gsheni

v0.11.0 - 2024-04-10

This release adds support for Python 3.12!

Bugs Fixed

• Fix minimum version workflow when pointing to github branch - Issue #392 by @R-Palazzo

Maintenance

• Support Python 3.12 - Issue #372 by @fealho
• Add dependency checker - Issue #388 by @lajohn4747
• Add bandit workflow - Issue #391 by @R-Palazzo

v0.10.1 - 2024-03-13

This release fixes a bug that occurred when calculating probability density in a gaussian copula.

Bugs Fixed

• Warning printed too many times (RuntimeWarning: invalid value encountered in scalar divide ....) - Issue #364 by @frances-h
• Set allow_singular=True when calculating probability_density - Issue #374 by @fealho

Maintenance

• Transition from using setup.py to pyroject.toml to specify project metadata - Issue #376 by @frances-h
• Remove bumpversion and use bump-my-version - Issue #377 by @frances-h
• Add build to dev requirements - Issue #382 by @amontanez24

v0.10.0 - 2023-11-13

This release updates all visualizations to use plotly, and removes the matplotlib dependency.

New Features

• Move visualization functions to plotly and get rid of matplotlib dependency - Issue #348 by @fealho

v0.9.2 - 2023-10-12

This release removes a warning that was being raised when univariate distributions failed to fit and logs the message instead.

New Features

• When Copulas univariate fit fails, produce a log instead of a warning - Issue #359 by @R-Palazzo

Maintenance

• Switch default branch from master to main - Issue #360 by @amontanez24
• Update add-on detection for Copulas - Issue #362 by @pvk-developer

v0.9.1 - 2023-08-10

This release fixes problems with the documentation site and drops support for Python 3.7.

Maintenance

• Drop support for Python 3.7 - Issue #355 by @amontanez24

Documentation

• Formatting is broken on the main docs page - Issue #341 by @amontanez24

v0.9.0 - 2023-04-26

This release adds support for pandas 2.0 and above. Additionally adds a functionality to find
version add-ons and renames covariance to correlation.

Maintenance

• Remove upper bound for pandas - Issue#349 by @pvk-developer
• Rename covariance to correlation - PR#346 by @frances-h
• Add functionality to find version add-on - Issue#349 by @frances-h

v0.8.0 - 2023-01-06

This release adds support for python 3.10 and 3.11. Additionally, it drops support for python 3.6.

Maintenance

• Support python 3.10 and above - PR#338 by @pvk-developer
• Copulas Package Maintenance Updates - Issue#336 by @pvk-developer
• Add support for python 3.10 - PR#329 by @katxiao

v0.7.0 - 2022-05-10

This release adds gaussian as a fallback distribution in case the user specified one fails. It also improves the fit of the beta distribution by properly estimatig the loc and scale parameters.

General Improvements

• Add gaussian as fallback - Issue#320 by @fealho
• Improve the fit of the Beta distribution: Use the new loc and scale - Issue#317 by @pvk-developer