Modnet

What's Changed
* Update MODNet citations by ml-evs in https://github.com/ppdebreuck/modnet/pull/59
* add new database for fast featurization by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/65
* Rebalance classif by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/64
* feature selection updates by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/58
* Fit genetic by gregheymans in https://github.com/ppdebreuck/modnet/pull/50
* AUC as val metric by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/68
* new database + multi-label classification by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/70
* num_neurons supposed to be a list with 4 entries (?) by sgbaird in https://github.com/ppdebreuck/modnet/pull/75
* Integrity test on saved model by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/85
* composition state example (hardness + load), dataset, and citation by sgbaird in https://github.com/ppdebreuck/modnet/pull/76

New Contributors
* dependabot made their first contribution in https://github.com/ppdebreuck/modnet/pull/54
* gregheymans made their first contribution in https://github.com/ppdebreuck/modnet/pull/50
* sgbaird made their first contribution in https://github.com/ppdebreuck/modnet/pull/75

**Full Changelog**: https://github.com/ppdebreuck/modnet/compare/v0.1.11...v0.1.12

What's Changed
* pass classification to kfold split by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/55
* A minor fix when running with increasing batch_size scheme by ml-evs in https://github.com/ppdebreuck/modnet/pull/57


**Full Changelog**: https://github.com/ppdebreuck/modnet/compare/v0.1.10...v0.1.11

What's Changed
* README: add docs badge and move up docs section by ml-evs in https://github.com/ppdebreuck/modnet/pull/40
* Adjust ext_data tests to not depickle large MODData by ml-evs in https://github.com/ppdebreuck/modnet/pull/43
* Fix benchmark arguments when performing HP optimisation by ml-evs in https://github.com/ppdebreuck/modnet/pull/41
* Probabilistic models, fine-grained parallelization for training and feature selection, and smarter data cleaning by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/44
* Docs fixes, Add black auto-formatting, linting and pre-commit to CI by ml-evs in https://github.com/ppdebreuck/modnet/pull/48
* Post process + classification bug by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/53


**Full Changelog**: https://github.com/ppdebreuck/modnet/compare/v0.1.9...v0.1.10

What's Changed
* v0.1.9 updates from latest preprint: parallel hyperparameter optimisation, nested CV, matbench benchmarking code by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/23
* Update README by ml-evs in https://github.com/ppdebreuck/modnet/pull/29
* Fix a couple of problems by ml-evs in https://github.com/ppdebreuck/modnet/pull/30
* Fix for specifying inner CV fold number by ml-evs in https://github.com/ppdebreuck/modnet/pull/31
* fix train-val split when no CV is chosen in fit_preset by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/33
* Update tutorials by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/35
* Initial docs generation by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/32


**Full Changelog**: https://github.com/ppdebreuck/modnet/compare/v0.1.8...v0.1.9

What's Changed
* Automated validation procedure for hyper parameters by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/18
* Refactoring feature selection by ml-evs in https://github.com/ppdebreuck/modnet/pull/19
* Refactoring of MODNetModel by ml-evs in https://github.com/ppdebreuck/modnet/pull/16
* Tweaking dependencies by ml-evs in https://github.com/ppdebreuck/modnet/pull/21
* Classification implementation by ppdebreuck in https://github.com/ppdebreuck/modnet/pull/20
* Add ability to load precomputed cross NMI from figshare by ml-evs in https://github.com/ppdebreuck/modnet/pull/22


**Full Changelog**: https://github.com/ppdebreuck/modnet/compare/v0.1.7...v0.1.8

What's Changed
* Refactored featurization into new module with presets by ml-evs in https://github.com/ppdebreuck/modnet/pull/15


**Full Changelog**: https://github.com/ppdebreuck/modnet/compare/0.1.6...v0.1.7