Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
☆1,497Aug 11, 2020Updated 6 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☆7,687Sep 11, 2026Updated 3 weeks ago
- [译] 面向机器学习的特征工程☆2,563Aug 25, 2023Updated 3 years ago
- Feature Engineering Made Easy, published by Packt☆220Jan 30, 2023Updated 3 years ago
- A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.☆1,659Sep 24, 2022Updated 4 years ago
- A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning☆598Oct 26, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,228Jun 17, 2024Updated 2 years ago
- Automated feature engineering in Python with Featuretools☆517Feb 8, 2019Updated 7 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆25,605May 19, 2026Updated 4 months ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,629Nov 13, 2025Updated 10 months ago
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,836Updated this week
- A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!☆667Dec 6, 2020Updated 5 years ago
- Python Feature Engineering Cookbook, published by Packt☆502Mar 2, 2026Updated 7 months ago
- A library of sklearn compatible categorical variable encoders☆2,508Sep 8, 2026Updated last month
- A game theoretic approach to explain the output of any machine learning model.☆25,796Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single…☆28,835Updated this week
- Python Implementation of Feature Extraction with K-Nearest Neighbor☆64Jul 6, 2023Updated 3 years ago
- Feature exploration for supervised learning☆759Feb 4, 2021Updated 5 years ago
- Code for the Kaggle Ensembling Guide Article on MLWave☆1,616Nov 16, 2017Updated 8 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,286Sep 19, 2026Updated 2 weeks ago
- Features selector based on the self selected-algorithm, loss function and validation method☆675May 8, 2019Updated 7 years ago
- Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveragi…☆2,394Mar 31, 2024Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,850Apr 8, 2026Updated 6 months ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,366Nov 13, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for the book Art of Feature Engineering☆33Feb 7, 2022Updated 4 years ago
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆20,331Sep 18, 2025Updated last year
- Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson☆756Nov 9, 2023Updated 2 years ago
- Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.☆323Jun 30, 2020Updated 6 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆29,957May 19, 2026Updated 4 months ago
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,203Oct 1, 2020Updated 6 years ago
- The fastai deep learning library☆28,211Sep 21, 2026Updated 2 weeks ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,126Jun 29, 2026Updated 3 months ago
- Automated Machine Learning with scikit-learn☆8,135Sep 15, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆680Jun 17, 2024Updated 2 years ago
- The code for 2019 Tencent College Algorithm Contest, and the online result ranks 1st in the preliminary.☆707Apr 2, 2021Updated 5 years ago
- PRML algorithms implemented in Python☆11,735Apr 5, 2025Updated last year
- Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features…☆807Jun 29, 2025Updated last year
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,181Sep 29, 2026Updated last week
- Fit interpretable models. Explain blackbox machine learning.☆6,956Updated this week
- Automatic extraction of relevant features from time series:☆9,470Jul 6, 2026Updated 3 months ago