ml-research

Full Changelog: https://github.com/joaopfonseca/ml-research/compare/v0.5.0...v0.5.1

What's Changed

• [MRG] Add changelog generator by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/46
• Add CONTRIBUTING.md file by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/48
• Make rich an optional dependency by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/50
• Set utils.parallel_loop to track job completions and replace dependency rich with tqdm by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/52
• Refactor code to fix make code-analysis warnings by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/58
• Add mlresearch.show_versions() function by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/59
• Update pandas minimum dependencies (fixed error on make_mean_sem_table) by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/62
• Synthetic data quality metrics by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/64

Full Changelog: https://github.com/joaopfonseca/ml-research/compare/v0.4.2...v0.5.0

Bug fixes.

Full Changelog: https://github.com/joaopfonseca/ml-research/compare/v0.4.1...v0.4.2

What's Changed

• Several improvements to the datasets submodule
• [MRG] Add Python 3.11 support by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/24
• add check_random_state to init.py in utils and update docs by @ArcturusMotors in https://github.com/joaopfonseca/ml-research/pull/38

New Contributors

• @ArcturusMotors made their first contribution in https://github.com/joaopfonseca/ml-research/pull/38

Full Changelog: https://github.com/joaopfonseca/ml-research/compare/v0.4.0...v0.4.1

What's Changed

• Move all CI/CD to GitHub Actions by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/13
• [MRG] Add more utilities to dataset functions by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/14
• [MRG] Improvements to datasets submodule by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/26
• [MRG] Add wrapper to encode categorical features in a pipeline by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/27
• [MRG] Move latex functions to its own module by @joaopfonseca in https://github.com/joaopfonseca/ml-research/pull/30

Full Changelog: https://github.com/joaopfonseca/ml-research/compare/v0.3.4...v0.4.0

NOTE: This pre-release contains implementations of algorithms for Self-supervised learning (BYOL and SimSiam). This release also contains objects to download image data from Pytorch and general definitions for image augmentations. They will be removed in the next release since:

1. I'm not going to used these methods anytime soon and I don't have the time to test them properly
2. They are out of scope of the library. It is meant to be used for machine learning techniques, focused on tabular data. In the future it may be worth considering the development of another library for computer vision, for example.
3. Setting Pytorch as a dependency for a reduced part of the library isn't particularly efficient.

Full Changelog: https://github.com/joaopfonseca/ml-research/compare/v0.4a1...v0.4a2

Full Changelog: https://github.com/joaopfonseca/ml-research/compare/0.1.0...v0.4a1

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/commits/0.1.0

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/compare/0.1.0...v0.2.0

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/compare/v0.2.0...v0.2.1

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/compare/v0.2.1...v0.3.0

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/compare/v0.3.0...v0.3.1

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/compare/v0.3.1...v0.3.2

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/compare/v0.3.2...v0.3.3

Full Changelog: https://github.com/joaopfonseca/ml-research-backup/compare/v0.3.3...v0.3.4