wnb v0.3.0

What's Changed

• patch: add new sub-package wnb.stats to keep distribution-related modules by @msamsami in #36

Full Changelog: v0.2.7...v0.3.0

wnb v0.2.7

What's Changed

• maint: pre-commit configs, script names, end of files, black version, README by @msamsami in #35

Full Changelog: v0.2.6...v0.2.7

wnb v0.2.6

What's Changed

• maint: fix class attributes, reformat the code by @msamsami in #34

Full Changelog: v0.2.5...v0.2.6

wnb v0.2.5

What's Changed

• doc: add readme sections for scikit-learn compatibility and benchmarks by @msamsami in #32
• maint: Add utility functions + minor improvements by @msamsami in #33

Full Changelog: v0.2.4...v0.2.5

wnb v0.2.4

What's Changed

• Add Student's t and Rayleigh distributions by @msamsami in #31

Full Changelog: v0.2.3...v0.2.4

wnb v0.2.3

What's Changed

• Package restructure, update dependencies for numpy, add pyproject.toml by @msamsami in #29
• Update version (v0.2.3) by @msamsami in #30

Full Changelog: v0.2.2...v0.2.3

wnb v0.2.2

What's Changed

Changelog v0.2.2:

• Add performance benchmarking scripts by @msamsami in #23
• Add GitHub workflow action to run tests on PR by @msamsami in #25
• Ignore pytest warnings
• Add GitHub workflow action to check code format on PR by @msamsami in #26
• Use black v24 to reformat the code
• Use an internal method to get the distribution object in GeneralNB by @msamsami in #24
• Update README badges, starting section, and wnb logo by @msamsami in #27
• Update requirements, update supported Python versions (drop 3.7, add support for 3.12) by @msamsami in #28

Full Changelog: v0.2.1...v0.2.2

wnb v0.2.1

What's Changed

Changelog v0.2.1:

• Adhere to sklearn's docstring and type hint format
• Add an internal typing file for type hints
• Use a case-insensitive enum meta class for enums
• Add setup.cfg file

wnb v0.2.0

What's Changed

Changelog v0.2.0:

• Add unit tests for discrete distributions
• Fix bug in the pmf method of categorical and poisson distributions
• Fix issues in dependencies' versions
• Add example scripts for using GaussianWNB and GeneralNB

wnb v0.1.20

What's Changed

Changelog v0.1.20:

• Fix bug in estimating LognormalDist parameters from data
• Fix bug in calculating LognormalDist PDF
• Add unit tests for the dist module with the following items:
  • Test correctness of name attribute of distributions
  • Test correctness of _support attribute of distributions
  • Test NormalDist.pdf method against scipy.stats.norm.pdf method
  • Test LognormalDist.pdf method against scipy.stats.lognorm.pdf method
  • Test out-of-support warning of LognormalDist.pdf method
  • Test ExponentialDist.pdf method against scipy.stats.expon.pdf method
  • Test out-of-support warning of ExponentialDist.pdf method
  • Test UniformDist.pdf method against scipy.stats.uniform.pdf method
  • Test out-of-support warning of UniformDist.pdf method
  • Test ParetoDist.pdf method against scipy.stats.pareto.pdf method
  • Test out-of-support warning of ParetoDist.pdf method
  • Test GammaDist.pdf method against scipy.stats.gamma.pdf method
  • Test out-of-support warning of GammaDist.pdf method
  • Test BetaDist.pdf method against scipy.stats.beta.pdf method
  • Test out-of-support warning of BetaDist.pdf method
  • Test ChiSquaredDist.pdf method against scipy.stats.chi2.pdf method
  • Test out-of-support warning of ChiSquaredDist.pdf method