v1.5.0 - `SAES`

SAES v1.5.0 - 2025-11-21

Added

• Reproducibility support: Added seed parameter to Bayesian statistical tests (bayesian_sign_test, bayesian_signed_rank_test) for deterministic results
• Reproducibility support: Added seed parameter to HistoPlot class for consistent jitter in histogram generation
• Multi-platform CI: Comprehensive GitHub Actions workflow testing on Windows, Linux (Ubuntu), and macOS
• Smoke tests: Added automated smoke tests for CLI and API functionality across all platforms
• Environment files: Added requirements.txt, requirements-dev.txt, and environment.yml for broader compatibility
• Headless mode documentation: Complete documentation and examples for running SAES without display (CI/CD, servers)
• Headless mode examples: Python and shell script examples for automated workflows (examples/headless_mode_example.py, examples/headless_cli_example.sh, examples/headless_cli_example.bat)
• New test suite: Added test_bayesian_seed.py specifically for verifying seed reproducibility
• Documentation: New reproducibility documentation page (docs/usage/reproducibility.rst) with best practices

Changed

• Updated test_bayesian.py to demonstrate both seed parameter usage and backward compatibility
• Enhanced README with sections on reproducibility and headless mode
• Improved documentation structure to include reproducibility guidance

Fixed

• Ensured all random operations can be made deterministic for reproducible research

v1.4.0 - `SAES`

SAES v1.4.0 - 2025-11-15

Added

• Comprehensive test suite for Bayesian statistical tests (bayesian_sign_test, bayesian_signed_rank_test)
• Code of Conduct based on Contributor Covenant v2.1
• .editorconfig file for consistent code style across editors
• .pre-commit-config.yaml for automated code quality checks (black, flake8, isort)

Changed

• BREAKING: Renamed plot modules to lowercase for Python naming consistency:
  • SAES.plots.CDplot → SAES.plots.cdplot
  • SAES.plots.HistoPlot → SAES.plots.histoplot
  • SAES.plots.Pplot → SAES.plots.pplot
• Migrated from pip/venv to uv for faster, more reliable dependency management
• Reorganized dependencies in pyproject.toml into logical groups:
  • Runtime dependencies (core functionality)
  • [test]: Testing dependencies
  • [dev]: Development tools (black, flake8, mypy, isort, pre-commit)
  • [docs]: Documentation generation (Sphinx)
  • [html]: HTML notebook generation (papermill, nbconvert)
• Expanded CONTRIBUTING.md with detailed setup instructions using uv
• Updated README.md with uv installation instructions
• Improved documentation in docs/conf.py to dynamically read version from version.txt
• Updated GitHub Actions workflows to use uv for dependency installation
• Updated all notebooks to use new lowercase plot module names

Fixed

• Corrected 'frtom' typo to 'from' in all plot module docstrings (23 instances across 5 files)
• Removed debug code (if __name__ == "__main__" block) from HistoPlot.py
• Fixed pyproject.toml structure (moved requires-python to correct location)
• Restored corrupted boxplot.py and violin.py files

Documentation

• Populated CHANGELOG.md with complete version history from v0.5.1 to v1.3.6
• Replaced generic TODO comment in apv_procedures.py with comprehensive module docstring
• Added detailed examples and usage instructions throughout documentation

v1.3.6 - `SAES`

• Add Histoplot
• Add Violin Plot

Full Changelog: v1.3.5...v1.3.6

v1.3.5 - `SAES`

• Add ML notebook
• Add Friedman align, Quade, Anova and T-Test
• Add Friedman p-values, Anova, T-Test and T-Test pivot table
• Use of mean/median as stimator of best and second performance algorithm in latex tables

Full Changelog: v1.3.4...v1.3.5

v1.3.4 - `SAES`

• Add scientific article references to all the implementations
• Bayesian posterior graphs now include a frequency bar for better visualization
• Fix dependencies with google collab

What's Changed

• Develop by @rorro6787 in #6

Full Changelog: v1.3.2...v1.3.4

v1.3.2 - `SAES`

• Add flexibility in the size of Bayesian posterior graph
• Add option to choose pivot algorithm manueally in Wilcoxon pivot table
• Fix depedencies vulnerabilities issues

What's Changed

• Develop by @rorro6787 in #5

Full Changelog: v1.3.1...v1.3.2

v1.3.1 - `SAES`

• Fix problem in the Pplot generator that would release incoherent results when doing alg1-alg2 and alg2-alg1

Full Changelog: v1.3.0...v1.3.1

v1.3.0 - `SAES`

• Add a new type of plot: the Bayesian Posterior Plot or simply Pplot

What's Changed

• Add bayesian posterior plot by @rorro6787 in #4

Full Changelog: v1.2.0...v1.3.0

v1.2.0 - `SAES`

• Add an HTML module to easy and intuitive HTML report generation
• Add unittest for all the modules of the SAES library
• Update readme and documentation with html module

Full Changelog: v1.1.0...v1.2.0

v1.1.0 - `SAES`

• Changed structure of latex tables, boxplot and cdplot to object oriented
• Add a multiobjective module for pareto front plot in 2D, 3D and parallel coordinates graph for higher dimensions
• Update CL interface
• Update documentation for multiobjective setup
• Change structure of unittes (WIP)
• Add extra notebooks for multiobjective example

What's Changed

• Merge develop to main by @rorro6787 in #3

New Contributors

• @rorro6787 made their first contribution in #3

Full Changelog: v1.0.4...v1.1.0