Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
☆1,496Aug 11, 2020Updated 5 years ago
Alternatives and similar repositories for feature-engineering-book
Users that are interested in feature-engineering-book are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An open source python library for automated feature engineering☆7,646Feb 3, 2026Updated 3 months ago
- [译] 面向机器学习的特征工程☆2,554Aug 25, 2023Updated 2 years ago
- Feature Engineering Made Easy, published by Packt☆218Jan 30, 2023Updated 3 years ago
- A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.☆1,648Sep 24, 2022Updated 3 years ago
- A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning☆600Oct 26, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,234Jun 17, 2024Updated last year
- Automated feature engineering in Python with Featuretools☆518Feb 8, 2019Updated 7 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆25,616Mar 19, 2026Updated 2 months ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,625Nov 13, 2025Updated 6 months ago
- A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!☆669Dec 6, 2020Updated 5 years ago
- Python Feature Engineering Cookbook, published by Packt☆496Mar 2, 2026Updated 2 months ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,355May 17, 2026Updated last week
- A library of sklearn compatible categorical variable encoders☆2,489May 5, 2026Updated 2 weeks ago
- A game theoretic approach to explain the output of any machine learning model.☆25,431May 16, 2026Updated last week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Python Implementation of Feature Extraction with K-Nearest Neighbor☆64Jul 6, 2023Updated 2 years ago
- Feature exploration for supervised learning☆759Feb 4, 2021Updated 5 years ago
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆28,390May 14, 2026Updated last week
- Code for the Kaggle Ensembling Guide Article on MLWave☆1,612Nov 16, 2017Updated 8 years ago
- Code for the book Art of Feature Engineering☆33Feb 7, 2022Updated 4 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,238Mar 28, 2026Updated last month
- Features selector based on the self selected-algorithm, loss function and validation method☆679May 8, 2019Updated 7 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,777Apr 8, 2026Updated last month
- Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveragi…☆2,382Mar 31, 2024Updated 2 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.
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,373Nov 13, 2020Updated 5 years ago
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆20,093Sep 18, 2025Updated 8 months ago
- Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.☆324Jun 30, 2020Updated 5 years ago
- Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson☆759Nov 9, 2023Updated 2 years ago
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,201Oct 1, 2020Updated 5 years ago
- Automated Machine Learning with scikit-learn☆8,103Apr 21, 2026Updated last month
- The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.☆708Apr 2, 2021Updated 5 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,102Apr 13, 2026Updated last month
- PRML algorithms implemented in Python☆11,719Apr 5, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,932Updated this week
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆682Jun 17, 2024Updated last year
- Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features…☆792Jun 29, 2025Updated 10 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,145Updated this week
- Fit interpretable models. Explain blackbox machine learning.☆6,852Updated this week
- Automatic extraction of relevant features from time series:☆9,219Nov 15, 2025Updated 6 months ago
- Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)☆700Mar 1, 2026Updated 2 months ago