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The Top 23 Feature Selection Open Source Projects

Open source projects categorized as Feature Selection
Categories > Feature Selection
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33most recent commit 6 months 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
Mlr ⭐ 1,609
Machine Learning in R
dependent packages 40total releases 24most recent commit 10 months ago
Data Science Complete Tutorial ⭐ 1,575
For extensive instructor led learning
most recent commit a year ago
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit a year ago
Boruta_py ⭐ 1,350
Python implementations of the Boruta all-relevant feature selection method.
dependent packages 27total releases 9most recent commit 6 months agopypi Boruta} Downloads
Data Science Interview Questions And Answers ⭐ 1,169
Data science interview questions with answers. Not ideally (yet)
most recent commit 2 years ago
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
Nvtabular ⭐ 979
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 6 months ago
Awesome Interpretable Machine Learning ⭐ 856
most recent commit a year 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
Lofo Importance ⭐ 785
Leave One Feature Out Importance
dependent packages 2total releases 13most recent commit 3 months agopypi lofo-importance} Downloads
Evalml ⭐ 679
EvalML is an AutoML library written in python.
dependent packages 5total releases 85most recent commit 3 months agopypi evalml} Downloads
Milk ⭐ 610
MILK: Machine Learning Toolkit
most recent commit 9 years 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 153most recent commit 3 months agopypi featurewiz} Downloads
Shap Hypetune ⭐ 496
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
dependent packages 1total releases 9most recent commit 6 months agopypi shap-hypetune} Downloads
Amazing Feature Engineering ⭐ 485
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 algorithms. Feature engineering can be considered as applied machine learning itself.
most recent commit 7 months ago
Feature Selection ⭐ 475
Features selector based on the self selected-algorithm, loss function and validation method
total releases 43most recent commit 5 years ago
Klib ⭐ 446
Easy to use Python library of customized functions for cleaning and analyzing data.
dependent packages 1total releases 62most recent commit 3 months agopypi klib} Downloads
Autofeat ⭐ 410
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
dependent packages 3total releases 27most recent commit 9 months agopypi autofeat} Downloads
Mrmr ⭐ 386
mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.
dependent packages 3total releases 9most recent commit 7 months agopypi mrmr-selection} Downloads
Abess ⭐ 317
Fast Best-Subset Selection Library
dependent packages 1total releases 17most recent commit 6 months agopypi abess} Downloads
The 10 Most Depended On Feature Selection 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
Mlr ⭐ 1,609
Machine Learning in R
dependent packages 40total releases 24latest release September 29, 2022most recent commit 10 months ago
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33latest release June 14, 2023most recent commit 6 months ago
Boruta_py ⭐ 1,350
Python implementations of the Boruta all-relevant feature selection method.
dependent packages 27total releases 9latest release May 20, 2019most recent commit 6 months agopypi Boruta} 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
Mrmr ⭐ 386
mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.
dependent packages 3total releases 9latest release April 23, 2022most recent commit 7 months agopypi mrmr-selection} 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
Ball ⭐ 21
Statistical Inference and Sure Independence Screening via Ball Statistics
dependent packages 2total releases 13latest release February 12, 2023most recent commit 2 years ago
The 10 Latest Releases In Feature Selection Open Source Projects
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
Arfs ⭐ 80
All Relevant Feature Selection
total releases 53latest release November 28, 2023most recent commit 5 months ago
Atlantic ⭐ 10
Atlantic - Automated Data Preprocessing Framework for Supervised Machine Learning
dependent packages 1total releases 46latest release November 27, 2023most recent commit 3 months agopypi atlantic} Downloads
Ai On Browser.github.io ⭐ 14
Machine learning and data analysis package implemented in JavaScript and its online demo.
dependent packages 2total releases 47latest release November 25, 2023most recent commit 3 months agonpm @ai-on-browser/data-analysis-models} 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
Compress Fasttext ⭐ 153
Tools for shrinking fastText models (in gensim format)
dependent packages 1total releases 12latest release October 14, 2023most recent commit 6 months agopypi compress-fasttext} Downloads
Edaspy ⭐ 30
Estimation of Distribution algorithms Python package
total releases 11latest release September 29, 2023most recent commit 6 months ago
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