v1.3.0

What's Changed

• refactored code
• added documentation with sphinx and improved docstrings

Full Changelog: v1.2.0...v1.3.0

v1.2.0

What's Changed

• added custom scores
• plot only the top 45 features
• added Literal and Callable type hints
• added XGBoostRegressor
• added predict_proba function in main_model.py and main_pipeline.py
• added evaluate_score_proba and evaluate_proba
• removed sklearn<1.3 restriction
• added sphinx documentation
• updated pytests

Full Changelog: v1.1.0...v1.2.0

v1.1.0

What's Changed

• added Regressors
• restructured Pipeline class as class factory
• little changes (grid, global variables, refurb)

Full Changelog: v1.0.0...v1.1.0

v1.0.0

What's Changed

• created classifier folder
• fixed deprecated code (plt.style.use("seaborn") -> plt.style.use("seaborn-v0_8"))
• removed LR grid workaround (was fixed with newest SMAC version)

Full Changelog: v0.13.0...v1.0.0

v0.13.0

What's Changed

• added plotting function for tree to DTC
• changed inheritance of classifier attributes and methods in Pipeline init
• improved representation strings
• created data parent class for data.preprocessing
• removed simple_upsample from sampling.py

Full Changelog: v0.12.0...v0.13.0

v0.12.0

What's Changed

• added estimator__ parameters for ABC and BC
• added find_best_model_smac to CTest and also pytest for it
• added workflow checks for python 3.10 and 3.11

Full Changelog: v0.11.0...v0.12.0

v0.11.0

What's Changed

• changed ABC and BC default RFC parameters
• pytest get_plz_mapping fix
• added global variables for scoring (SAM_ML_AVG, SAM_ML_POS_LABEL, SAM_ML_SCORING, SAM_ML_SECONDARY_SCORING, SAM_ML_STRENGTH)
• little changes

Full Changelog: v0.11.0rc2...v0.11.0

v0.11.0rc2

• added package data
• added pytest for get_plz_mapping

Full Changelog: v0.11.0rc1...v0.11.0rc2

v0.11.0rc1

What's Changed

• added plz mapping and restructured data
• added germany map visualisation
• pytest changes (increased sample size for sampler testing to fix workflow pipeline)

Full Changelog: v0.10.3...v0.11.0rc1

v0.10.3

What's Changed

• fixed problem with feature_importance after fix of v0.10.2
• added tuple input for selector in Pipeline and CTest
• added string input for estimator parameter for ABC and BC

Full Changelog: v0.10.2...v0.10.3