scikit-learn-contrib / skope-rulesLinks
machine learning with logical rules in Python
☆645Updated last year
Alternatives and similar repositories for skope-rules
Users that are interested in skope-rules are comparing it to the libraries listed below
Sorting:
- Python implementation of the rulefit algorithm☆425Updated last year
- A Python library for dynamic classifier and ensemble selection☆492Updated last year
- python partial dependence plot toolbox☆861Updated last year
- ML-Ensemble – high performance ensemble learning☆859Updated last year
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆420Updated 2 years ago
- scikit-learn compatible implementation of stability selection.☆214Updated 2 years ago
- A machine learning package for streaming data in Python. The other ancestor of River.☆784Updated last year
- ☆759Updated 2 years ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆635Updated last year
- Data imputations library to preprocess datasets with missing data☆361Updated 3 years ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆525Updated 6 months ago
- Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…☆491Updated last month
- scikit-learn compatible projects☆410Updated 6 months ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,590Updated last month
- Python package for Imputation Methods☆251Updated last year
- Code for "High-Precision Model-Agnostic Explanations" paper☆807Updated 3 years ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆619Updated 6 months ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆460Updated last month
- DeltaPy - Tabular Data Augmentation (by @firmai)☆553Updated 2 years ago
- Data Analysis Baseline Library☆728Updated 9 months ago
- Python package for stacking (machine learning technique)☆696Updated last week
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆915Updated last month
- Python module for machine learning time series:☆576Updated 3 years ago
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆469Updated last year
- CostSensitiveClassification Library in Python☆206Updated 5 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- A template for scikit-learn extensions☆337Updated 8 months ago
- A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…☆508Updated 6 months ago
- A set of data tools in Python☆505Updated this week
- Extra blocks for scikit-learn pipelines.☆1,360Updated 2 weeks ago