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The Top 23 Hyperparameter Optimization Open Source Projects

Open source projects categorized as Hyperparameter Optimization
Categories > Machine Learning > Hyperparameter Optimization
Ray ⭐ 27,713
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 298total releases 87most recent commit 15 hours agopypi ray} Downloads
D2l En ⭐ 18,967
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 21 days ago
Nni ⭐ 13,257
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 26total releases 54most recent commit 9 days agopypi nni} Downloads
Tpot ⭐ 9,213
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 20total releases 61most recent commit 16 days agopypi TPOT} Downloads
Optuna ⭐ 8,655
A hyperparameter optimization framework
dependent packages 347total releases 57most recent commit 11 hours agopypi optuna} Downloads
Wandb ⭐ 7,249
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 460total releases 259most recent commit 12 hours agopypi wandb} Downloads
Auto Sklearn ⭐ 7,126
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42most recent commit 10 days agopypi auto-sklearn} Downloads
Hyperopt ⭐ 6,853
Distributed Asynchronous Hyperparameter Optimization in Python
dependent packages 236total releases 13most recent commit 4 days agopypi hyperopt} Downloads
Autogluon ⭐ 6,223
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043most recent commit a day agopypi autogluon.core} Downloads
Awesome Automl Papers ⭐ 3,607
A curated list of automated machine learning papers, articles, tutorials, slides and projects
most recent commit 10 months ago
Polyaxon ⭐ 3,385
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 377most recent commit a day agopypi polyaxon} Downloads
Flaml ⭐ 2,803
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 8total releases 88most recent commit 11 hours agopypi FLAML} Downloads
Keras Tuner ⭐ 2,778
A Hyperparameter Tuning Library for Keras
dependent packages 54total releases 26most recent commit a day agopypi keras-tuner} Downloads
Mljar Supervised ⭐ 2,749
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
dependent packages 2total releases 82most recent commit 18 hours agopypi mljar-supervised} Downloads
Scikit Optimize ⭐ 2,654
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 176total releases 19most recent commit 8 days agopypi scikit-optimize} Downloads
Determined ⭐ 2,459
Determined is a deep-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 11 hours ago
Hyperas ⭐ 2,147
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
dependent packages 3total releases 9most recent commit 9 months agopypi hyperas} Downloads
Coursera Deep Learning Specialization ⭐ 2,034
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
most recent commit 3 months ago
Auto Pytorch ⭐ 1,992
Automatic architecture search and hyperparameter optimization for PyTorch
total releases 5most recent commit 5 months ago
Talos ⭐ 1,548
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
most recent commit a year ago
Rl Baselines3 Zoo ⭐ 1,485
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 14most recent commit a day agopypi rl-zoo3} Downloads
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 4 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 5 years ago
The 10 Most Depended On Hyperparameter Optimization Open Source Projects
Wandb ⭐ 7,249
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 460total releases 259latest release August 01, 2023most recent commit 12 hours agopypi wandb} Downloads
Optuna ⭐ 8,655
A hyperparameter optimization framework
dependent packages 347total releases 57latest release May 30, 2023most recent commit 11 hours agopypi optuna} Downloads
Hyperopt ⭐ 6,853
Distributed Asynchronous Hyperparameter Optimization in Python
dependent packages 236total releases 13latest release November 17, 2021most recent commit 4 days agopypi hyperopt} Downloads
Scikit Optimize ⭐ 2,654
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 176total releases 19latest release October 12, 2021most recent commit 8 days agopypi scikit-optimize} Downloads
Keras Tuner ⭐ 2,778
A Hyperparameter Tuning Library for Keras
dependent packages 54total releases 26latest release April 13, 2023most recent commit a day agopypi keras-tuner} Downloads
Auto Sklearn ⭐ 7,126
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42latest release September 20, 2022most recent commit 10 days agopypi auto-sklearn} Downloads
Tpot ⭐ 9,213
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 20total releases 61latest release January 06, 2021most recent commit 16 days agopypi TPOT} Downloads
Autogluon ⭐ 6,223
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043latest release August 08, 2023most recent commit a day agopypi autogluon.core} Downloads
The 10 Latest Releases In Hyperparameter Optimization Open Source Projects
Vizier ⭐ 1,098
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 33latest release September 11, 2023most recent commit 2 days agopypi google-vizier} Downloads
Flaml ⭐ 2,803
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
dependent packages 8total releases 88latest release August 15, 2023most recent commit 11 hours agopypi FLAML} Downloads
Polyaxon ⭐ 3,385
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 377latest release August 14, 2023most recent commit a day agopypi polyaxon} Downloads
Autogluon ⭐ 6,223
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,043latest release August 08, 2023most recent commit a day agopypi autogluon.core} Downloads
Wandb ⭐ 7,249
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 460total releases 259latest release August 01, 2023most recent commit 12 hours agopypi wandb} Downloads
Optuna ⭐ 8,655
A hyperparameter optimization framework
dependent packages 347total releases 57latest release May 30, 2023most recent commit 11 hours agopypi optuna} Downloads
Keras Tuner ⭐ 2,778
A Hyperparameter Tuning Library for Keras
dependent packages 54total releases 26latest release April 13, 2023most recent commit a day agopypi keras-tuner} Downloads
Pyxab ⭐ 135
PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms
total releases 12latest release March 21, 2023most recent commit a month ago
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