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Recent Releases of https://github.com/serapieum-of-alex/statista

https://github.com/serapieum-of-alex/statista - 0.6.3

feat(stats): improve chisquare test with p-value and small bin merging (#119)

feat(stats): improve chisquare test with p-value and small bin merging

  • Added merge_small_bins utility with tests
  • Updated chisquare method to calculate p-value and merge small bins for more reliable results
  • Refactored method signature and simplified error handling
  • Integrated chisquare call into all fit_model methods
  • Added documentation for utils module and updated changelog and PR template

ref: #110

- Python
Published by MAfarrag 10 months ago

https://github.com/serapieum-of-alex/statista - 0.6.2

Docs
  • add complete documentation for all modules.

Dev

  • refactor all modules.
  • fix pre-commit hooks.

- Python
Published by MAfarrag 10 months ago

https://github.com/serapieum-of-alex/statista - 0.6.1

refactor: restructure project layout and improve documentation (#107)

refactor: restructure project layout and improve documentation

  • migrate to pyproject.toml and remove conda-based setup
  • move package source to src/ and update CI workflows
  • switch documentation format from reStructuredText to Markdown
  • add and update docstrings using Google style, with examples
  • integrate MkDocs with new workflow and improve README
  • remove outdated files (e.g. ReadTheDocs config, old notebooks)

ref: #106

- Python
Published by MAfarrag 11 months ago

https://github.com/serapieum-of-alex/statista - 0.6.0

restructure the distrubutions module (#91)

0.6.0 (2024-08-18)

dev

  • Add documentations for the distributions, and eva modules.
  • Add autodoc for all modules.
  • Test docstrings as part of CI and pre-commit hooks.
  • Test notebooks as part of CI.
  • Simplify test for the distributions module

distributions

  • move the cdf and parameters for all the methods to be optional parameters.
  • rename theoretical_estimate method to inverse_cdf.
  • All distributions can be instantiated with the parameters and/or data.
  • rename the probability_plot method to plot.
  • move the confidence_interval plot from the probability_plot/plot to the method confidence_interval and can be called by activating the plot_figure=True.

descriptors

  • rename the metrics module to descriptors.

- Python
Published by MAfarrag almost 2 years ago

https://github.com/serapieum-of-alex/statista - 0.5.0

Merge pull request #24 from Serapieum-of-alex/factory-design-pattern

Factory design pattern

  • Unify the all the methods for the distributions.
  • Use factory design pattern to create the distributions.
  • add tests for the eva module.
  • Use snake_case for the methods and variables.

- Python
Published by MAfarrag over 2 years ago

https://github.com/serapieum-of-alex/statista - 0.4.0

Merge pull request #30 from Serapieum-of-alex/more-distributions

more distributions

- Python
Published by MAfarrag over 2 years ago

https://github.com/serapieum-of-alex/statista - 0.3.0

  • add documentation for both GEV and Gumbel distributions.
  • add lmoment parameter estimation method for all distributions.
  • add exponential and normal distributions
  • modify the pdf, cdf, and probability plot plots
  • create a separate plot and confidence_interval modules.

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.2.0

  • add eva (Extreme value analysis) module
  • fix bug in obtaining distribution parameters using optimization method

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.1.8

  • bump up versions

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.1.7

What's Changed

  • Numpy versions by @MAfarrag in https://github.com/Serapieum-of-alex/statista/pull/5

New Contributors

  • @MAfarrag made their first contribution in https://github.com/Serapieum-of-alex/statista/pull/5

Full Changelog: https://github.com/Serapieum-of-alex/statista/compare/0.1.6...0.1.7

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.1.6

  • replace setup.py by pyproject.toml

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.1.5

  • Fix bug in installing dependencies in setup.py

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.1.4

  • update tp pandas 1.4.4

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.1.3

- Python
Published by MAfarrag over 3 years ago

https://github.com/serapieum-of-alex/statista - 0.1.2

  • move geospatial interpolation methods to geostatista

- Python
Published by MAfarrag almost 4 years ago

https://github.com/serapieum-of-alex/statista - 0.1.1

- Python
Published by MAfarrag almost 4 years ago

https://github.com/serapieum-of-alex/statista - 0.1.0

- Python
Published by MAfarrag about 4 years ago