Recent Releases of https://github.com/wwu-mmll/photonai
https://github.com/wwu-mmll/photonai - 2.5.0
What's Changed
- Bump actions/checkout from 3 to 4 by @dependabot in https://github.com/wwu-mmll/photonai/pull/80
- Bump scikit-learn from 1.1.3 to 1.5.2 by @dependabot in https://github.com/wwu-mmll/photonai/pull/85
- Bump actions/setup-python from 4 to 5 by @dependabot in https://github.com/wwu-mmll/photonai/pull/86
- Merge dev into feature branch due to many dev changes. by @jernsting in https://github.com/wwu-mmll/photonai/pull/90
- Feature/score train by @jernsting in https://github.com/wwu-mmll/photonai/pull/83
- Revert "Feature/score train" by @jernsting in https://github.com/wwu-mmll/photonai/pull/91
- Feature/score train v2 by @jernsting in https://github.com/wwu-mmll/photonai/pull/95
- Develop by @jernsting in https://github.com/wwu-mmll/photonai/pull/96
- Add CPM feature selection as model wrapper by @NilsWinter in https://github.com/wwu-mmll/photonai/pull/75
- Develop by @jernsting in https://github.com/wwu-mmll/photonai/pull/89
New Contributors
- @dependabot made their first contribution in https://github.com/wwu-mmll/photonai/pull/80
Full Changelog: https://github.com/wwu-mmll/photonai/compare/2.4.0...2.5.0
- Python
Published by NilsWinter over 1 year ago
https://github.com/wwu-mmll/photonai - PHOTONAI v2.4.0
What's Changed
- Fixed issue with photon registry when multiple registry objects are i… by @jernsting in https://github.com/wwu-mmll/photonai/pull/48
- Fix/save optimum pipe by @jernsting in https://github.com/wwu-mmll/photonai/pull/51
- Added multiprocessing switch for parallel computing by @jernsting in https://github.com/wwu-mmll/photonai/pull/53
- Changed versioning to pbr, resolved circular input errors, moved base… by @jernsting in https://github.com/wwu-mmll/photonai/pull/52
- Create dependabot.yml by @jernsting in https://github.com/wwu-mmll/photonai/pull/54
- Feature/new imports by @jernsting in https://github.com/wwu-mmll/photonai/pull/55
- minor features added by @RLeenings in https://github.com/wwu-mmll/photonai/pull/56
- debug imbalanced data transform unit test by @RLeenings in https://github.com/wwu-mmll/photonai/pull/57
- Debug/debug imbalanced test by @RLeenings in https://github.com/wwu-mmll/photonai/pull/58
- Added monthly matrix testing technique by @jernsting in https://github.com/wwu-mmll/photonai/pull/60
- Revert "Develop" due to squashing. by @jernsting in https://github.com/wwu-mmll/photonai/pull/62
- Develop by @jernsting in https://github.com/wwu-mmll/photonai/pull/63
- Added switch to create json output by @jernsting in https://github.com/wwu-mmll/photonai/pull/65
- Fix/permutation importances by @julblanke in https://github.com/wwu-mmll/photonai/pull/67
- add functionality to compare model and permutation feature importances by @RLeenings in https://github.com/wwu-mmll/photonai/pull/72
- Feature/model zoo by @RLeenings in https://github.com/wwu-mmll/photonai/pull/73
- Develop by @RLeenings in https://github.com/wwu-mmll/photonai/pull/74
Full Changelog: https://github.com/wwu-mmll/photonai/compare/2.3.0...2.4.0
- Python
Published by jernsting over 2 years ago
https://github.com/wwu-mmll/photonai - PHOTONAI v2.3.0
Documentation: https://wwu-mmll.github.io/photonai/
What's Changed
- Develop by @RLeenings in https://github.com/wwu-mmll/photonai/pull/50
Full Changelog: https://github.com/wwu-mmll/photonai/compare/2.2.1...2.3.0
- Python
Published by jernsting about 3 years ago
https://github.com/wwu-mmll/photonai - PHOTONAI v2.2.1
Documentation: https://wwu-mmll.github.io/photonai/
Changelog: - Removed Keras requirement - Fixed Random Search Optimizer - Minor bugfixes
- Python
Published by jernsting over 3 years ago
https://github.com/wwu-mmll/photonai - PHOTONAI v2.2.0
Documentation: https://wwu-mmll.github.io/photonai/
Changelog tba
- Python
Published by ksarink over 4 years ago
https://github.com/wwu-mmll/photonai - PHOTONAI v2.1.0
Documentation: https://wwu-mmll.github.io/photonai/
Changelog
Features:
- enable integration of custom metrics
- integrate automatic generation of learning curves
- integrate nevergrad hyperparameter optimization strategy
- add new hyperparameter optimizer designed to compare different (learning) algorithms in a Switch (OR-element)
- add functionality to automatically find, analyze and compare the best config for each estimator (Switch) per outer fold
- added scorer method to hyperpipe that scores with bestconfigmetric, therefore the Hyperpipe object can be used with scikit-learn functions.
- integrated sklearn permutation feature importances into the workflow
- disable usage of test samples with the parameter use_test_set in hyperpipe
- removed the need to import Output Settings class to declare the projectfolder -> moved to Hyperpipe constructor
- added inversetransform methods to several PHOTONAI algorithm implementations
Development: - integrate documentation into github repo based on mkdocs and material theme: https://wwu-mmll.github.io/photonai/ - switch continuos integration protocol to github actions: https://github.com/wwu-mmll/photonai/actions - code clean ups
- Python
Published by ksarink about 5 years ago
https://github.com/wwu-mmll/photonai - PHOTONAI v2.0.0
- removed investigator, instead we offer the Explorer, a Javascript web application to visualize and analyze the results
- moved photon.neuro module to an own package called photonai_neuro
- updated repository structure, moved tests and examples to root directory
- consistently named the repository photonai everywhere
- included continuous integration pipeline with travis-ci
- Python
Published by RLeenings over 5 years ago
https://github.com/wwu-mmll/photonai - 0.4.0
Starting with this release, you should be able to install PHOTON via pip. Issues with installing the requirements have been resolved. This release includes the PHOTON Investigator to visualize the results.
- Python
Published by photon-team about 7 years ago