{"repo":"feature-engine/feature_engine","free":true,"listed":false,"github":"https://github.com/feature-engine/feature_engine","clone":"git clone https://github.com/feature-engine/feature_engine.git","description":"Feature engineering and selection open-source Python library compatible with sklearn.","language":"Python","stars":2269,"topics":["machine-learning","data-science","python","scikit-learn","feature-engineering","feature-selection","feature-extraction"],"license":"BSD-3-Clause","category":"machine-learning","readme_excerpt":"Feature-engine --- --- Open Source Tutorials Code Downloads ) Meta Documentation Citation Testing Feature-engine is a Python library with multiple transformers to engineer and select features for use in machine learning models. Feature-engine's transformers follow Scikit-learn's functionality with fit() and transform() methods to learn the transforming parameters from the data and then transform it. Sponsors Feature-engine is made possible with the support of: Feature-engine features in the following resources Feature Engineering for Machine Learning, Online Course Feature Selection for Machine Learning, Online Course Feature Engineering for Time Series Forecasting, Online Course Forecasting with Machine Learning, Online Course Python Feature Engineering Cookbook Feature Selection in Machine Learning Book Blogs about Feature-engine Feature-engine: A new open-source Python package for feature engineering Practical Code Implementations of Feature Engineering for Machine Learning with Python Documentation Documentation Pst! How did you find us? We want to share Feature-engine with more people. It'd help us loads if you tell us how you discovered us. Then we'd know what we are doing right and which channels to use to share the love. Please share your story by answering 1 quick question at this link . 😃 Current Feature-engine's transformers include functionality for: Missing Data Imputation Categorical Encoding Discretisation Outlier Capping or Removal Variable Transformatio","default_branch":null,"files":null,"tree":[],"storefront":"/r/feature-engine","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/feature-engine/feature_engine/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}