Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Machine Learning Hyperparameter Optimization Open Source Projects

Open source projects categorized as Machine Learning Hyperparameter Optimization
Categories > Machine Learning > Hyperparameter Optimization
Categories > Machine Learning > Machine Learning
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
D2l En ⭐ 20,613
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit 3 months ago
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
Optuna ⭐ 9,572
A hyperparameter optimization framework
dependent packages 425total releases 59most recent commit 15 days agopypi optuna} 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
Wandb ⭐ 8,136
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266most recent commit 15 days agopypi wandb} Downloads
Autogluon ⭐ 7,101
AutoGluon: Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168most recent commit a day agopypi autogluon.core} Downloads
Flaml ⭐ 3,500
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 11total releases 92most recent commit 3 months agopypi FLAML} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} Downloads
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
Keras Tuner ⭐ 2,795
A Hyperparameter Tuning Library for Keras
dependent packages 60total releases 34most recent commit 4 months agopypi keras-tuner} Downloads
Determined ⭐ 2,715
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
dependent packages 1total releases 221most recent commit 3 months ago
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19most recent commit 3 months agopypi scikit-optimize} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 5 years agopypi auto_ml} Downloads
Xcessiv ⭐ 1,232
A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.
total releases 34most recent commit 6 years ago
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35most recent commit 3 months agopypi google-vizier} Downloads
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
most recent commit 2 years ago
Test Tube ⭐ 719
Python library to easily log experiments and parallelize hyperparameter search for neural networks
dependent packages 17total releases 64most recent commit 2 years agopypi test-tube} Downloads
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
total releases 16most recent commit 3 years ago
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19most recent commit 3 months agopypi fedot} Downloads
Optuna Examples ⭐ 538
Examples for https://github.com/optuna/optuna
most recent commit 3 months ago
Neuraxle ⭐ 533
The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.
dependent packages 1total releases 26most recent commit 2 years agopypi neuraxle} Downloads
The 10 Most Depended On Machine Learning Hyperparameter Optimization Open Source Projects
Wandb ⭐ 8,136
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266latest release December 05, 2023most recent commit 15 days agopypi wandb} Downloads
Optuna ⭐ 9,572
A hyperparameter optimization framework
dependent packages 425total releases 59latest release October 17, 2023most recent commit 15 days agopypi optuna} Downloads
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19latest release October 12, 2021most recent commit 3 months agopypi scikit-optimize} Downloads
Keras Tuner ⭐ 2,795
A Hyperparameter Tuning Library for Keras
dependent packages 60total releases 34latest release November 07, 2023most recent commit 4 months agopypi keras-tuner} 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
Test Tube ⭐ 719
Python library to easily log experiments and parallelize hyperparameter search for neural networks
dependent packages 17total releases 64latest release December 01, 2019most recent commit 2 years agopypi test-tube} Downloads
Autogluon ⭐ 7,101
AutoGluon: Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit a day agopypi autogluon.core} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
The 10 Latest Releases In Machine Learning Hyperparameter Optimization Open Source Projects
Autogluon ⭐ 7,101
AutoGluon: Fast and Accurate ML in 3 Lines of Code
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit a day agopypi autogluon.core} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Wandb ⭐ 8,136
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266latest release December 05, 2023most recent commit 15 days agopypi wandb} Downloads
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35latest release November 30, 2023most recent commit 3 months agopypi google-vizier} Downloads
Bayeso ⭐ 82
Simple, but essential Bayesian optimization package
total releases 16latest release November 21, 2023most recent commit 5 months ago
Mltb2 ⭐ 5
Machine Learning Toolbox 2
total releases 22latest release November 09, 2023most recent commit 3 months ago
Keras Tuner ⭐ 2,795
A Hyperparameter Tuning Library for Keras
dependent packages 60total releases 34latest release November 07, 2023most recent commit 4 months agopypi keras-tuner} Downloads
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.