v0.5.0 - rename package to pimmslearn

The package is called pimms-learn (similar to scikit-learn) on PyPI, but is no imported
as pimmslearn (similar to sklearn). The documentation (README and on PyPI) no features a simple usage of the
scikit-learn like Transformer classes.

What's Changed

• Rename pkg from vaep to pimmslearn by @enryH in #74
• Rename pkg by @enryH in #75

Full Changelog: v0.4.2...v0.5.0

v0.4.2

What's Changed

• 🎨 add logos by @enryH in #70
• Dev by @enryH in #71
• Update ScikitLearn like Transformer docstrings by @enryH in #72

Full Changelog: v0.4.1...v0.4.2

v0.4.1

What's Changed

• 🐛 make all imports explicit w.r.t. to pkg by @enryH in #68
• @enryH in #69
  • 🐛 Fix bug CollaborativeFilteringTransformer which did not allow a validation split while training
  • increase workflow robustness
  • MNAR-MCAR sampling added to tutorial, moved sanity check in pkg
  • add filtering of initial data to pkg of data

Full Changelog: v0.4.0...v0.4.1

v0.4.0

What's Changed

• ✨ test Snakemake workflow with more recent Python versions by @enryH in #66
• ✨ allow more recent Python versions by @enryH in #67

Full Changelog: v0.3.0...v0.4.0

v0.3.0

What's Changed

• • Dev by @enryH in #52 (Seqknn, Gsimp, etc. added for revision)
• Add comp by @enryH in #57 (sampling simulated MVs updated)
• Update Datasets and data processing for models by @enryH in #58
• Use njab by @enryH in #59
• Main fig update by @enryH in #61
• CLI to build static website of imputation comparison by @enryH in #60
• Cleanup by @enryH in #62
• Pyproject toml by @enryH in #63
• build workflow website only once, but on full example, test more python versions by @enryH in #65
• Cicd update by @enryH in #56
• Update version by @enryH in #64

Full Changelog: rev2...v0.3.0

v0.2.0-beta

What's Changed

• Dev by @enryH in #52
• Add comp by @enryH in #57
• Update Datasets and data processing for models by @enryH in #58
• Use njab by @enryH in #59
• Main fig update by @enryH in #61
• CLI to build static website of imputation comparison by @enryH in #60
• Cleanup by @enryH in #62
• Pyproject toml by @enryH in #63

Full Changelog: rev2...v0.2.0-beta

revision two

What's Changed

• Filter reversed by @enryH in #49
• 🚧 prepare cluster execution by @enryH in #50
• ⬆️ remove constraints on pandas and pytorch by @enryH in #51
• 🔥 move hela data collection code to new repo by @enryH in #53
• Workflows update by @enryH in #54
• Further r methods by @enryH in #55

Full Changelog: v0.1.0...rev2

v0.1.0

Added

• Scikit-Learn interface
• Data inspection
• Sphinx Documentation
• Python package

What's Changed

• make code more robust and example documented by @enryH in #37
• 📝 M1 execution and loading missing value predictions by @enryH in #40
• Rename dumps by @enryH in #41
• Update how models are compared using snakemake by @enryH in #42
• Pride submission prep by @enryH in #43
• ✨ change intermediate split format to csv (for R methods) by @enryH in #44
• Update main branch by @enryH in #46
• Pypi by @enryH in #45
• Dev by @enryH in #48

Full Changelog: https://github.com/RasmussenLab/pimms/commits/v0.1.0

v0.1.0-alpha

Added

• Scikit-Learn interface
• Data inspection
• Sphinx Documentation
• Python package

What's Changed

• make code more robust and example documented by @enryH in #37
• 📝 M1 execution and loading missing value predictions by @enryH in #40
• Rename dumps by @enryH in #41
• Update how models are compared using snakemake by @enryH in #42
• Pride submission prep by @enryH in #43
• ✨ change intermediate split format to csv (for R methods) by @enryH in #44
• Update main branch by @enryH in #46
• Pypi by @enryH in #45
• Dev by @enryH in #48

Full Changelog: https://github.com/RasmussenLab/pimms/commits/v0.1.0