Krisi

What's Changed
* fix(Benchmarking): Name of chunked model should be also simply NS. by szemyd in https://github.com/dream-faster/krisi/pull/247


**Full Changelog**: https://github.com/dream-faster/krisi/compare/1.3.1...1.3.2

What's Changed
* fix(Benchmarking): Random model now receives `X` and random chunking fixed. by szemyd in https://github.com/dream-faster/krisi/pull/246


**Full Changelog**: https://github.com/dream-faster/krisi/compare/1.3.0...1.3.1

What's Changed
* feature(Reporting & Types): ScoreCard arithmetic and `sample_type` can be also a string. by szemyd in https://github.com/dream-faster/krisi/pull/233
* feature(Metrics): updated default metrics, threshold to start using imbalanced metrics by almostintuitive in https://github.com/dream-faster/krisi/pull/234
* fix(Presets): adjusted balanced metric presets by almostintuitive in https://github.com/dream-faster/krisi/pull/235
* feature(ScoreCard): Benchmark metrics now retrievable with `get_ds`. by szemyd in https://github.com/dream-faster/krisi/pull/236
* fix(Union): Only apply function if the result is an int or a float. by szemyd in https://github.com/dream-faster/krisi/pull/238
* fix(ScoreCard): `get_ds()` should not return `Group` type. by szemyd in https://github.com/dream-faster/krisi/pull/239
* feature(Scorecard): Scorecard now has the option to get comparison results. by szemyd in https://github.com/dream-faster/krisi/pull/241
* feature(ScoreCard): Index by comparison result by szemyd in https://github.com/dream-faster/krisi/pull/242
* fix(ScoreCard): Fail no unknown key. by szemyd in https://github.com/dream-faster/krisi/pull/243
* feature(Library): added back brier score, removed calibration from imbalanced_metrics by almostintuitive in https://github.com/dream-faster/krisi/pull/244
* feature(ScoreCard): Union logic on comparison scores. by szemyd in https://github.com/dream-faster/krisi/pull/245


**Full Changelog**: https://github.com/dream-faster/krisi/compare/1.2.1...1.3.0

What's Changed
* chore(Utils): Smaller synthetic dataset to speed up testing. by szemyd in https://github.com/dream-faster/krisi/pull/225
* feature(Types): Updated types to be ParsableEnums. by szemyd in https://github.com/dream-faster/krisi/pull/226
* feature(Metrics): don't let roc_auc fail if there's no instance of the other class by almostintuitive in https://github.com/dream-faster/krisi/pull/227
* fix(Metrics): don't calculate s-score on a rolling basis by default by almostintuitive in https://github.com/dream-faster/krisi/pull/229
* feature(ScoreCard): ScoreCard `pd.Series` function should return metric keys as indexes. by szemyd in https://github.com/dream-faster/krisi/pull/230
* fix(Printing): Took out annoying printing in debug mode. by szemyd in https://github.com/dream-faster/krisi/pull/231
* fix(Printing): Handling debug and repr printing properly. by szemyd in https://github.com/dream-faster/krisi/pull/232


**Full Changelog**: https://github.com/dream-faster/krisi/compare/1.2.0...1.2.1

What's Changed
* fix(Calibration): propagate pos_label throughout by almostintuitive in https://github.com/dream-faster/krisi/pull/206
* feature(Utils): Export `ParsableEnum`. by szemyd in https://github.com/dream-faster/krisi/pull/205
* feature(Library): Added imbalance metrics. by szemyd in https://github.com/dream-faster/krisi/pull/207
* feature(Analysis): Random model updated to have a smoothing factor. by szemyd in https://github.com/dream-faster/krisi/pull/208
* fix(ScoreCard): ScoreCard indexing should return a copy not the actual object. by szemyd in https://github.com/dream-faster/krisi/pull/209
* fix(Metric): Imbalance warning by szemyd in https://github.com/dream-faster/krisi/pull/210
* feature(Evaluate): Random model has a shuffled chunk version. by szemyd in https://github.com/dream-faster/krisi/pull/213
* fix(Evaluate): Random chunking now supports length that are not wholly divisible by chunk_size. by szemyd in https://github.com/dream-faster/krisi/pull/214
* feature(Metrics): added avg_precision metric by almostintuitive in https://github.com/dream-faster/krisi/pull/212
* fix(Evaluation): Benchmark metrics were switched around. by szemyd in https://github.com/dream-faster/krisi/pull/216
* chore(Analysis): Matplotlib and Statsmodel dependency optional now. by szemyd in https://github.com/dream-faster/krisi/pull/215
* feature(Metrics): pred_y_imbalance_ratio is now the absolute difference between the ratio of y and pred's imbalance by almostintuitive in https://github.com/dream-faster/krisi/pull/211
* chore(Exporting): Export all metrics to be accessed from `krisi.library`. by szemyd in https://github.com/dream-faster/krisi/pull/217
* feature(Data): Shuffling in chunks updated to work with `copy_on_write = True`. by szemyd in https://github.com/dream-faster/krisi/pull/218
* fix(Metrics): disable rolling metrics for roc_auc by almostintuitive in https://github.com/dream-faster/krisi/pull/219
* feature(Modeling): Random model shuffling now accpets float as chunk_size. by szemyd in https://github.com/dream-faster/krisi/pull/220
* fix(Utils): shuffle_df_in_chunks should only shuffle indices, not the whole dataframe by almostintuitive in https://github.com/dream-faster/krisi/pull/222
* feature(Evaluation): New SampleTypes - Validation Sample. by szemyd in https://github.com/dream-faster/krisi/pull/221
* feature(Util): Handle datetime index in shuffling in chunks. by szemyd in https://github.com/dream-faster/krisi/pull/223
* feature(Utils): Combinatorial shuffling. by szemyd in https://github.com/dream-faster/krisi/pull/224


**Full Changelog**: https://github.com/dream-faster/krisi/compare/1.1.1...1.2.0

What's Changed
* fix(Library): put back rmse to default metrics by almostintuitive in https://github.com/dream-faster/krisi/pull/200
* fix(Dev): Raise error when `raise_exception` passed in. by szemyd in https://github.com/dream-faster/krisi/pull/201
* fix(Group): Group is now handled separately by szemyd in https://github.com/dream-faster/krisi/pull/202
* feature(Utils): Exposing cross-package functions. by szemyd in https://github.com/dream-faster/krisi/pull/203
* feature(Library): added distinction between balanced vs imbalanced metrics by almostintuitive in https://github.com/dream-faster/krisi/pull/204


**Full Changelog**: https://github.com/dream-faster/krisi/compare/1.1.0...1.1.1