Sam-ml-py

Latest version: v1.3.0

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0.10.0

What's Changed

- added SamplerPipeline
- added ClusterCentroids and OneSidedSelection to sampling.py
- changed default values of Embeddings_builder from 'count' to 'tfidf'
- changed logger.error to raise Error
- added BorderlineSMOTE to Sampler
- removed model filter for sampling
- updated pytests (added debug mode to pytests)
- added train method to classifier (custom score for train_score)
- made code more robust, little change

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.9.0...v0.10.0

0.9.0

What's Changed

- added output to mass_search in CTest
- added pytests for pre-release new methods
- little changes
- improved debug logging


**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.9.0rc1...v0.9.0

0.9.0rc1

What's Changed

- added list of data class objects as input for CTest
- added warm_start training-methods to pipeline
- in RandomUnderSampler(random_state=random_state, replacement=True, **kwargs) removed 'replacement=True'
- added **kwargs to fit method
- added find_best_model_mass_search
- added get_train_score method to main_model.py and main_pipeline.py


**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.8.1...v0.9.0rc1

0.8.1

What's Changed

- added pytest for CTest (restructured and improved pytests)
- changed deprecated parameters in GBM
- removed 'trained' class variable from Model
- added global variable 'SAM_ML_SOUND_ON'


**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.8.0...v0.8.1

0.8.0

What's Changed

- code and grid improvements
- documentation improvement
- improved pytest
- added global_variable 'SAM_ML_N_JOBS'
- fixed LR smac_search problems (workaround)
- separated smac library as extra requirement

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.7.3...v0.8.0

0.7.3

- fixed grids for ABC and BC class (no workaround needed)

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.7.2...v0.7.3

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