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The Top 23 Model Selection Open Source Projects

Open source projects categorized as Model Selection
Categories > Model Selection
Ray ⭐ 29,596
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
dependent packages 363total releases 95most recent commit 3 months agopypi ray} 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
Yellowbrick ⭐ 4,102
Visual analysis and diagnostic tools to facilitate machine learning model selection.
dependent packages 54total releases 24most recent commit 9 months agopypi yellowbrick} 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
Autodl ⭐ 999
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.
total releases 2most recent commit 2 years ago
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit 3 years ago
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years ago
Evalml ⭐ 679
EvalML is an AutoML library written in python.
dependent packages 5total releases 85most recent commit 3 months agopypi evalml} Downloads
Smartcore ⭐ 600
A comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
dependent packages 5total releases 6most recent commit 3 months agocargo smartcore} 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
Facet ⭐ 483
Human-explainable AI.
total releases 27most recent commit 5 months ago
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75most recent commit 4 months agopypi hyperactive} Downloads
Automl Implementation For Static And Dynamic Data Analytics ⭐ 443
Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning
most recent commit 10 months ago
Dynesty ⭐ 323
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
dependent packages 33total releases 26most recent commit 3 months agopypi dynesty} Downloads
My Data Competition Experience ⭐ 271
本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢
most recent commit 3 years ago
Sklearn Genetic Opt ⭐ 236
ML hyperparameters tuning and features selection, using evolutionary algorithms.
total releases 44most recent commit 7 months ago
Tscv ⭐ 226
Time Series Cross-Validation -- an extension for scikit-learn
dependent packages 3total releases 9most recent commit a year agopypi tscv} Downloads
Automl_alex ⭐ 171
State-of-the art Automated Machine Learning python library for Tabular Data
total releases 35most recent commit a year ago
Hcrystalball ⭐ 135
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
dependent packages 1total releases 10most recent commit 2 years ago
Bayesloop ⭐ 127
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
most recent commit a year ago
Iq Tree ⭐ 125
Efficient phylogenomic software by maximum likelihood
most recent commit 4 years ago
Ultranest ⭐ 119
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
dependent packages 16total releases 38most recent commit 5 months agopypi ultranest} Downloads
Tpot2 ⭐ 118
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
total releases 4most recent commit 4 months ago
The 10 Most Depended On Model Selection Open Source Projects
Yellowbrick ⭐ 4,102
Visual analysis and diagnostic tools to facilitate machine learning model selection.
dependent packages 54total releases 24latest release August 21, 2022most recent commit 9 months agopypi yellowbrick} Downloads
Dynesty ⭐ 323
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
dependent packages 33total releases 26latest release October 04, 2023most recent commit 3 months agopypi dynesty} 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
Ultranest ⭐ 119
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
dependent packages 16total releases 38latest release October 19, 2023most recent commit 5 months agopypi ultranest} 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
Greybox ⭐ 25
Regression model building and forecasting in R
dependent packages 5total releases 35latest release March 25, 2022most recent commit 3 months ago
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
Tscv ⭐ 226
Time Series Cross-Validation -- an extension for scikit-learn
dependent packages 3total releases 9latest release January 23, 2023most recent commit a year agopypi tscv} Downloads
The 10 Latest Releases In Model Selection Open Source Projects
Rollinglda ⭐ 9
A rolling version of the Latent Dirichlet Allocation.
total releases 4latest release November 28, 2023most recent commit 5 months ago
Facet ⭐ 483
Human-explainable AI.
total releases 27latest release November 15, 2023most recent commit 5 months ago
Sklearndf ⭐ 59
DataFrame support for scikit-learn.
dependent packages 1total releases 30latest release November 15, 2023most recent commit 5 months agopypi sklearndf} 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
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2latest release November 03, 2023most recent commit 2 years ago
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
Fluidml ⭐ 19
FluidML is a lightweight framework for developing machine learning pipelines.
total releases 10latest release October 20, 2023most recent commit 6 months ago
Ultranest ⭐ 119
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
dependent packages 16total releases 38latest release October 19, 2023most recent commit 5 months agopypi ultranest} Downloads
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