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The Top 23 Python Feature Engineering Open Source Projects

Open source projects categorized as Python Feature Engineering
Categories > Machine Learning > Feature Engineering
Nni ⭐ 13,725
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 27total releases 55most recent commit 2 months agopypi nni} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62most recent commit 2 months agopypi TPOT} Downloads
Featuretools ⭐ 7,009
An open source python library for automated feature engineering
dependent packages 43total releases 103most recent commit 23 days agopypi featuretools} Downloads
Mljar Supervised ⭐ 2,867
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 84most recent commit 3 months agopypi mljar-supervised} Downloads
Fe4ml Zh ⭐ 2,467
📖 [译] 面向机器学习的特征工程
dependent packages 2total releases 1most recent commit 8 months agonpm fe4ml-zh} Downloads
Featureform ⭐ 1,670
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
total releases 132most recent commit 17 days ago
Feature_engine ⭐ 1,651
Feature engineering package with sklearn like functionality
dependent packages 94total releases 38most recent commit 3 months agopypi feature-engine} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 5 years agopypi auto_ml} Downloads
Hamilton ⭐ 1,272
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
dependent packages 2total releases 116most recent commit a month agopypi sf-hamilton} Downloads
Sgx Full Orderbook Tick Data Trading Strategy ⭐ 1,151
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
most recent commit 2 years ago
Hopsworks ⭐ 1,041
Hopsworks - Data-Intensive AI platform with a Feature Store
total releases 1most recent commit 3 months ago
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
total releases 2most recent commit 2 years ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9most recent commit 3 months ago
Hamilton ⭐ 877
A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton
total releases 10most recent commit 10 months ago
Feature Engineering And Feature Selection ⭐ 798
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
most recent commit 2 years ago
Pyfm ⭐ 770
Factorization machines in python
total releases 1most recent commit 5 years ago
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years ago
Functime ⭐ 768
Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.
most recent commit 3 months ago
Tsfel ⭐ 758
An intuitive library to extract features from time series.
total releases 9most recent commit 5 months ago
Kaggler ⭐ 723
Code for Kaggle Data Science Competitions
total releases 59most recent commit a year ago
Kaggle Quora Question Pairs ⭐ 684
Kaggle：Quora Question Pairs, 4th/3396 (https://www.kaggle.com/c/quora-question-pairs)
most recent commit 6 years ago
Evalml ⭐ 679
EvalML is an AutoML library written in python.
dependent packages 5total releases 85most recent commit 3 months agopypi evalml} Downloads
Intelligent Trading Bot ⭐ 650
Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
most recent commit 4 months ago
The 10 Most Depended On Python Feature Engineering Open Source Projects
Feature_engine ⭐ 1,651
Feature engineering package with sklearn like functionality
dependent packages 94total releases 38latest release September 18, 2023most recent commit 3 months agopypi feature-engine} Downloads
Featuretools ⭐ 7,009
An open source python library for automated feature engineering
dependent packages 43total releases 103latest release October 26, 2023most recent commit 23 days agopypi featuretools} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62latest release August 15, 2023most recent commit 2 months agopypi TPOT} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78latest release February 22, 2018most recent commit 5 years agopypi auto_ml} Downloads
Evalml ⭐ 679
EvalML is an AutoML library written in python.
dependent packages 5total releases 85latest release November 03, 2023most recent commit 3 months agopypi evalml} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Joblib Spark ⭐ 226
Joblib Apache Spark Backend
dependent packages 4total releases 7latest release July 12, 2023most recent commit 9 months agopypi joblibspark} Downloads
Autofeat ⭐ 410
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
dependent packages 3total releases 27latest release July 28, 2023most recent commit 9 months agopypi autofeat} Downloads
The 10 Latest Releases In Python Feature Engineering Open Source Projects
Feathub ⭐ 255
FeatHub - A stream-batch unified feature store for real-time machine learning
total releases 371latest release December 12, 2023most recent commit 7 months ago
Featureform ⭐ 1,670
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
total releases 132latest release December 07, 2023most recent commit 17 days ago
Featurewiz ⭐ 516
Use advanced feature engineering strategies and select best features from your data set with a single line of code.
dependent packages 2total releases 153latest release December 05, 2023most recent commit 3 months agopypi featurewiz} Downloads
Aligned ⭐ 17
Aligned describes data dependencies in ML systems, and reduce technical data debt
total releases 58latest release December 01, 2023most recent commit 3 months ago
Arfs ⭐ 80
All Relevant Feature Selection
total releases 53latest release November 28, 2023most recent commit 5 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9latest release November 28, 2023most recent commit 3 months ago
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