Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Nni | 13,669 | 8 | 27 | 22 days ago | 55 | September 14, 2023 | 342 | mit | Python | |
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | ||||||||||
Auto Sklearn | 7,262 | 15 | 24 | 3 months ago | 42 | September 20, 2022 | 185 | bsd-3-clause | Python | |
Automated Machine Learning with scikit-learn | ||||||||||
Scikit Optimize | 2,700 | 80 | 191 | 2 months ago | 19 | October 12, 2021 | 320 | bsd-3-clause | Python | |
Sequential model-based optimization with a `scipy.optimize` interface | ||||||||||
Vizier | 1,142 | 3 | 2 months ago | 35 | November 30, 2023 | 44 | apache-2.0 | Python | ||
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service. | ||||||||||
Hyperparameter Optimization Of Machine Learning Algorithms | 1,025 | 2 years ago | mit | Jupyter Notebook | ||||||
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear) | ||||||||||
Smac3 | 938 | 1 | 3 months ago | 9 | September 21, 2022 | 84 | other | Python | ||
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization | ||||||||||
Octis | 647 | 3 months ago | 34 | August 15, 2023 | 30 | mit | Python | |||
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track) | ||||||||||
Tune Sklearn | 461 | 8 | 5 months ago | 24 | November 06, 2023 | 34 | apache-2.0 | Python | ||
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques. | ||||||||||
Syne Tune | 342 | 3 months ago | 13 | apache-2.0 | Python | |||||
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips. | ||||||||||
Sherpa | 294 | 1 | 3 | 3 years ago | 8 | November 23, 2019 | 13 | other | JavaScript | |
Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly. |