scikit-learn-contrib / category_encodersLinks
A library of sklearn compatible categorical variable encoders
☆2,449Updated this week
Alternatives and similar repositories for category_encoders
Users that are interested in category_encoders are comparing it to the libraries listed below
Sorting:
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,026Updated 4 months ago
- Hyper-parameter optimization for sklearn☆1,630Updated 2 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,771Updated 2 months ago
- python partial dependence plot toolbox☆856Updated 9 months ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,000Updated this week
- Python implementations of the Boruta all-relevant feature selection method.☆1,575Updated 10 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,354Updated 4 months ago
- Feature engineering package with sklearn like functionality☆2,070Updated last month
- Pandas integration with sklearn☆2,838Updated 2 years ago
- machine learning with logical rules in Python☆639Updated last year
- MLBox is a powerful Automated Machine Learning python library.☆1,516Updated last year
- ML-Ensemble – high performance ensemble learning☆857Updated last year
- Sequential model-based optimization with a `scipy.optimize` interface☆2,775Updated last year
- Extra blocks for scikit-learn pipelines.☆1,344Updated last week
- Multivariate imputation and matrix completion algorithms implemented in Python☆1,272Updated last year
- [UNMAINTAINED] Automated machine learning for analytics & production☆1,651Updated 4 years ago
- ☆760Updated last year
- Natural Gradient Boosting for Probabilistic Prediction☆1,739Updated this week
- Feature exploration for supervised learning☆764Updated 4 years ago
- Automated Machine Learning with scikit-learn☆7,864Updated 4 months ago
- A python library for decision tree visualization and model interpretation.☆3,081Updated 3 months ago
- Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA☆1,371Updated 3 weeks ago
- A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner☆2,616Updated last year
- An open source python library for automated feature engineering☆7,460Updated 2 weeks ago
- StackNet is a computational, scalable and analytical Meta modelling framework☆1,319Updated 6 years ago
- Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…☆477Updated 2 weeks ago
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆773Updated last year
- Missing data visualization module for Python.☆4,107Updated last year
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,432Updated 3 weeks ago
- Lifetime value in Python☆1,467Updated 11 months ago