Top 8 Python feature-selection Projects

NVTabular

1 1,004 5.5 Python

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.
evalml

2 709 8.8 Python

EvalML is an AutoML library written in python.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
upgini

16 290 9.1 Python

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

Project mention: The fastest way to improve quality of ML model on tabular data | /r/learnmachinelearning | 2023-06-18

web: https://upgini.com

Sklearn-genetic-opt

6 271 4.6 Python

ML hyperparameters tuning and features selection, using evolutionary algorithms.
zoofs

4 236 0.0 Python

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
powershap

1 175 4.2 Python

A power-full Shapley feature selection method.
cascade

9 16 9.5 Python

Lightweight and modular MLOps library targeted at small teams or individuals (by Oxid15)

Project mention: modeldb VS cascade - a user suggested alternative | libhunt.com/r/modeldb | 2023-12-12

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
ML-Modelling-Disease-Analysis

9 14 10.0 Python

Obtaining meaningful results from the data set using the model trained with machine learning methods.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).