A library of sklearn compatible categorical variable encoders
☆2,487May 25, 2026Updated 2 weeks ago
Alternatives and similar repositories for category_encoders
Users that are interested in category_encoders are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,105Jun 7, 2026Updated last week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,151Updated this week
- Python implementations of the Boruta all-relevant feature selection method.☆1,628Nov 13, 2025Updated 7 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,776Apr 8, 2026Updated 2 months ago
- An open source python library for automated feature engineering☆7,653Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Pandas integration with sklearn☆2,848Jun 8, 2023Updated 3 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,246Jun 4, 2026Updated last week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,828Feb 23, 2024Updated 2 years ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,399Feb 19, 2025Updated last year
- Extra blocks for scikit-learn pipelines.☆1,398Updated this week
- Automatic extraction of relevant features from time series:☆9,247Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,515Jun 4, 2026Updated last week
- Automated Machine Learning with scikit-learn☆8,110Apr 21, 2026Updated last month
- Fit interpretable models. Explain blackbox machine learning.☆6,879Jun 8, 2026Updated last week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,049Sep 11, 2025Updated 9 months ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,434Aug 20, 2024Updated last year
- Hyper-parameter optimization for sklearn☆1,647Apr 15, 2025Updated last year
- machine learning with logical rules in Python☆662Jan 31, 2024Updated 2 years ago
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆8,976Updated this week
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆382Jan 8, 2022Updated 4 years ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,581Jun 8, 2026Updated last week
- Natural Gradient Boosting for Probabilistic Prediction☆1,879Mar 24, 2026Updated 2 months ago
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆490Aug 11, 2017Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,442Updated this week
- Lime: Explaining the predictions of any machine learning classifier☆12,141Jul 25, 2024Updated last year
- Machine learning with dataframes☆1,620Updated this week
- ML-Ensemble – high performance ensemble learning☆867Nov 13, 2023Updated 2 years ago
- A python library for decision tree visualization and model interpretation.☆3,150Jan 2, 2026Updated 5 months ago
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,602Apr 22, 2026Updated last month
- Multivariate imputation and matrix completion algorithms implemented in Python☆1,280Oct 25, 2023Updated 2 years ago
- scikit-learn compatible projects☆410May 13, 2026Updated last month
- Missing data visualization module for Python.☆4,207May 14, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A scikit-learn compatible neural network library that wraps PyTorch☆6,166May 29, 2026Updated 2 weeks ago
- A high performance implementation of HDBSCAN clustering.☆3,112Jun 1, 2026Updated 2 weeks ago
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Aug 7, 2020Updated 5 years ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,553Updated this week
- python partial dependence plot toolbox☆861Sep 3, 2024Updated last year
- A unified framework for machine learning with time series☆9,798Jun 7, 2026Updated last week
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆28,458Updated this week