scikit-learn-contrib / category_encodersLinks
A library of sklearn compatible categorical variable encoders
☆2,451Updated last month
Alternatives and similar repositories for category_encoders
Users that are interested in category_encoders are comparing it to the libraries listed below
Sorting:
- Hyper-parameter optimization for sklearn☆1,637Updated 3 months ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,580Updated 11 months ago
- python partial dependence plot toolbox☆859Updated 10 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,772Updated 3 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,040Updated last month
- Pandas integration with sklearn☆2,837Updated 2 years ago
- ☆759Updated 2 years ago
- machine learning with logical rules in Python☆642Updated last year
- MLBox is a powerful Automated Machine Learning python library.☆1,519Updated last year
- ML-Ensemble – high performance ensemble learning☆858Updated last year
- Python package for stacking (machine learning technique)☆692Updated 11 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,781Updated last year
- Natural Gradient Boosting for Probabilistic Prediction☆1,762Updated last week
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,241Updated last year
- Multivariate imputation and matrix completion algorithms implemented in Python☆1,274Updated last year
- Feature engineering package with sklearn like functionality☆2,095Updated 2 weeks ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,015Updated last month
- Feature exploration for supervised learning☆764Updated 4 years ago
- StackNet is a computational, scalable and analytical Meta modelling framework☆1,327Updated 6 years ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,359Updated 5 months ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆619Updated 3 months ago
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,656Updated 8 months ago
- Extra blocks for scikit-learn pipelines.☆1,349Updated 3 weeks ago
- Python library for converting Scikit-Learn pipelines to PMML☆695Updated 3 weeks ago
- A python library for decision tree visualization and model interpretation.☆3,084Updated 4 months ago
- Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data☆1,266Updated last year
- ☆872Updated 5 years ago
- Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…☆484Updated last month
- Code for the Kaggle Ensembling Guide Article on MLWave☆1,581Updated 7 years ago
- CatBoost tutorials repository☆1,069Updated this week