| bayesian-optimization/BayesianOptimization |
8,584 |
|
46 |
69 |
30 days ago |
14 |
April 25, 2023 |
15 |
mit |
Python |
| A Python implementation of global optimization with gaussian processes. |
| pytorch/botorch |
2,880 |
|
0 |
40 |
about 2 years ago |
42 |
December 09, 2023 |
69 |
mit |
Jupyter Notebook |
| Bayesian optimization in PyTorch |
| scikit-optimize/scikit-optimize |
2,700 |
|
80 |
191 |
about 2 years ago |
19 |
October 12, 2021 |
320 |
bsd-3-clause |
Python |
| Sequential model-based optimization with a `scipy.optimize` interface |
| facebook/Ax |
2,217 |
|
2 |
26 |
about 2 years ago |
39 |
December 09, 2023 |
68 |
mit |
Python |
| Adaptive Experimentation Platform |
| JasperSnoek/spearmint |
1,310 |
|
0 |
0 |
over 8 years ago |
0 |
|
47 |
|
Python |
| Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012 |
| google/vizier |
1,142 |
|
0 |
3 |
about 2 years 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. |
| SimonBlanke/Gradient-Free-Optimizers |
1,072 |
|
0 |
7 |
over 2 years 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. |
| LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms |
1,025 |
|
0 |
0 |
over 3 years ago |
0 |
|
0 |
mit |
Jupyter Notebook |
| Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear) |
| SimonBlanke/Hyperactive |
475 |
|
0 |
5 |
over 2 years ago |
75 |
October 24, 2023 |
8 |
mit |
Python |
| An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models. |
| chrisstroemel/Simple |
432 |
|
0 |
0 |
about 8 years ago |
0 |
|
3 |
agpl-3.0 |
Python |
| Experimental Global Optimization Algorithm |
