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The Top 23 Machine Learning Feature Engineering Open Source Projects

Open source projects categorized as Machine Learning Feature Engineering
Categories > Machine Learning > Feature Engineering
Categories > Machine Learning > Machine Learning
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
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19most recent commit a month ago
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
Transmogrifai ⭐ 2,099
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
dependent packages 3total releases 9most recent commit 2 years ago
Metarank ⭐ 1,949
A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
most recent commit 3 months ago
Feathr ⭐ 1,886
Feathr – A scalable, unified data and AI engineering platform for enterprise
dependent packages 4total releases 48most recent commit 4 months ago
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
Openmldb ⭐ 1,511
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
dependent packages 5total releases 110most recent commit 3 months ago
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
Deep_learning_machine_learning_stock ⭐ 1,093
Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
most recent commit 2 months ago
Hopsworks ⭐ 1,041
Hopsworks - Data-Intensive AI platform with a Feature Store
total releases 1most recent commit 3 months ago
Nvtabular ⭐ 1,006
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
total releases 34most recent commit 2 days 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
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years ago
The 10 Most Depended On Machine Learning 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
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19latest release November 03, 2023most recent commit a month ago
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
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
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
Datacook ⭐ 38
Machine Learning and Data Analysis in JavaScript.
dependent packages 5total releases 74latest release October 26, 2022most recent commit 2 years agonpm @pipcook/datacook} Downloads
The 10 Latest Releases In Machine Learning 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
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
Popular Machine Learning Categories
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