Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Nni | 13,725 | 8 | 27 | 2 months 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. | ||||||||||
Scikit Optimize | 2,700 | 80 | 191 | 4 months ago | 19 | October 12, 2021 | 320 | bsd-3-clause | Python | |
Sequential model-based optimization with a `scipy.optimize` interface | ||||||||||
Modal | 2,057 | 3 | 5 months ago | 428 | December 09, 2023 | 96 | mit | Python | ||
A modular active learning framework for Python | ||||||||||
Bayesian Machine Learning | 1,587 | a year ago | 4 | apache-2.0 | Jupyter Notebook | |||||
Notebooks about Bayesian methods for machine learning | ||||||||||
Vizier | 1,142 | 3 | 3 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. | ||||||||||
Gradient Free Optimizers | 1,072 | 7 | 5 months ago | 45 | December 29, 2022 | 7 | mit | Python | ||
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces. | ||||||||||
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) | ||||||||||
Emukit | 551 | 4 | 4 months ago | 9 | December 15, 2022 | 40 | apache-2.0 | Python | ||
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc. | ||||||||||
Hyperactive | 475 | 5 | 5 months ago | 75 | October 24, 2023 | 8 | mit | Python | ||
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models. | ||||||||||
Syne Tune | 342 | 4 months ago | 13 | apache-2.0 | Python | |||||
Large scale and asynchronous Hyperparameter and Architecture Optimization at your fingertips. |