Release 1.0.0

[guillermo-navas-palencia]

List of tasks to be completed before release 1.0.0. To be updated.

• Add typing
• Improve HTML documentation #374
• Python 3.13 Support #364
• Improve installation Removing obsolete setup.py and adding pyproject.toml instead #350
• Ortools > 9.12 compatibility and others
  • ortools-9.12.4544 breaking some binnings #347
  • Randomness in the binning : Getting Different Bins each time #314
• Enhancements
  • Shouldn't HHI be calculated on masked p_records ? #369
  • Modify check on split_digits to allow for negative numbers #319
• Bug fixes
  • Bug: binning_table.plot() showing incorrect WoE value for "Missing" #376
  • Record count bugs in OptimalBinningSketch #368
  • binning_transform_params not working properly #355
  • Attribute error in Continuous Optimal binning #340

[jmahlik]

Would you be open to dropping support for python 3.9 as part of 1.0? It's end of life and bound to break soon. Might as well before the 1.0 release? Happy to submit a PR if desired.