Top 15 feature-selection Open-Source Projects

• SGX-Full-OrderBook-Tick-Data-Trading-Strategy

  35 1,749 0.0 Jupyter Notebook

  Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Project mention: HFT: High frequency trading. Extended Research - star count:1469.0 | /r/algoprojects | 2023-07-08

• Deep_Learning_Machine_Learning_Stock

  48 1,149 6.1 Jupyter Notebook

  Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

Project mention: Deep_Learning_Machine_Learning_Stock: NEW Deep Learning And Reinforcement Learning - star count:1017.0 | /r/algoprojects | 2023-12-10

• InfluxDB

  www.influxdata.com featured

  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.

  

• NVTabular

  1 1,008 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

  2 713 8.7 Python

  EvalML is an AutoML library written in python.

  

• desbordante-core

  2 354 9.5 C++

  Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

  

Project mention: Show HN: Desbordante 1.0.0 Released | news.ycombinator.com | 2023-12-11

• 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

  6 273 4.6 Python

  ML hyperparameters tuning and features selection, using evolutionary algorithms.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• feature-engineering-tutorials

  1 266 0.0 Jupyter Notebook

  Data Science Feature Engineering and Selection Tutorials

  

• 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

  1 180 3.5 Python

  A power-full Shapley feature selection method.

  

• PyImpetus

  1 116 1.4 Jupyter Notebook

  PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

• aps2020

  2 17 0.0 R

  Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics

• cascade

  9 16 9.3 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

• ML-Modelling-Disease-Analysis

  9 14 10.0 Python

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

• FeatureHub

  1 6 7.6

  The most comprehensive library of AI/ML features across multiple domains. Our goal is to create a dataset that serves as a valuable resource for researchers and data scientists worldwide (by FeatureHub-AI)

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

feature-selection related posts

• msaenet VS glmnet - a user suggested alternative

  2 projects | 5 May 2024

• keepsake VS cascade - a user suggested alternative

  2 projects | 5 Dec 2023

• guildai VS cascade - a user suggested alternative

  2 projects | 5 Dec 2023

• HFT: High frequency trading. Extended Research - star count:1469.0

  1 project | /r/algoprojects | 8 Jul 2023

• HFT: High frequency trading. Extended Research - star count:1469.0

  1 project | /r/algoprojects | 7 Jul 2023

• HFT: High frequency trading. Extended Research - star count:1469.0

  1 project | /r/algoprojects | 6 Jul 2023

• HFT: High frequency trading. Extended Research - star count:1469.0

  1 project | /r/algoprojects | 5 Jul 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  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. Learn more →

Index

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