gmr - 2.0.2

Documentation

• Switch to markdown format for readme

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch 5 months ago

gmr - 2.0.1

Maintenance

• Replace setup.py by pyproject.toml

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch 5 months ago

gmr - 2.0.0

Bugfix

• Correct scaling factor in MVN.to_norm_factor_and_exponents so that integral of probability densities is 1 (#58)

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch 5 months ago

gmr - 1.6.1

Final version of JOSS paper

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch over 4 years ago

gmr - 1.6

• Fixes numerical issues in condition and expectation step
• Add oracle approximating shrinkage to handle singular covariances
• Add sklearn-compatible GaussianMixtureRegressor
• Faster batch prediction of means
• Accept lists where previously only numpy arrays were accepted

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch over 4 years ago

gmr - 1.5.1

Installation works now without any dependencies.

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch almost 5 years ago

gmr - 1.5

Installation

• Changes requires to install_requires in setup.py
• Adds optional requirements for examples, tests, and documentation

Documentation

• Links new API documentation in readme
• Documentation in example plot_iris_from_sklearn.py explains why the fit is bad. The purpose of this example is to show that we can initialize from a GMM of sklearn.
• Documentation of how to contribute to the software (in readme)

Code

• Fixes deprecation warnings for NumPy type aliases
• Adds GMM.extract_mvn

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch almost 5 years ago

gmr - 1.4

• Adds unscented transform to MVN
• Extend documentation in readme

Scientific Software - Peer-reviewed - Python
Published by AlexanderFabisch almost 5 years ago