Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
Automated feature engineering in Python with Featuretools
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning alg...
A curated list of resources dedicated to Feature Engineering Techniques for Machine Learning
Code repository for the online course Feature Engineering for Machine Learning
Python Feature Engineering Cookbook, published by Packt
A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!
翻译 - 针对每个问题的功能工程套件，可让您对功能工程的工作越来越深入！
#计算机科学#An open source python library for automated feature engineering
翻译 - 一个用于自动特征工程的开源python库
Feature engineering package with sklearn like functionality
Automated feature engineering for geospatial data
Library and tools for advanced feature engineering
Data Science Feature Engineering and Selection Tutorials
xverse (XuniVerse) is collection of transformers for feature engineering and feature selection
PAKDD AutoML challenge 2nd Feature Engineering Part
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
机器学习的特征工程，包括特征抽取、特征预处理、特征选择、特征降维。
Pipeable steps for feature engineering and data preprocessing to prepare for modeling
翻译 - 生成设计矩阵的预处理引擎
Noise extraction and feature engineering of PPG signals