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.

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.

0.4.0

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

more distributions

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.

0.2.0

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

0.1.8

• bump up versions

0.1.7

What's Changed

• Numpy versions by @MAfarrag in #5

New Contributors

• @MAfarrag made their first contribution in #5

Full Changelog: 0.1.6...0.1.7

0.1.6

• replace setup.py by pyproject.toml

0.1.5

• Fix bug in installing dependencies in setup.py

0.1.4

• update tp pandas 1.4.4