https://github.com/ARM-software/mango

Parallel Hyperparameter Tuning in Python
https://github.com/ARM-software/mango

bayesian-optimization blackbox-optimization cluster-deployment gaussian-processes hyperparameter-optimization hyperparameter-tuning keras-examples kubernetes-deployment machine-learning neural-network neural-networks parallel-computing production-system pytorch-compatible scipy-compatible sklearn-compatible tensorflow-examples tuning-parameters

Last synced: 3 months ago
JSON representation

Parallel Hyperparameter Tuning in Python

• Host: GitHub
• URL: https://github.com/ARM-software/mango
• Owner: ARM-software
• License: apache-2.0
• Created: 2019-10-18T21:05:34.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2024-08-24T15:23:08.000Z (6 months ago)
• Last Synced: 2024-11-11T21:11:48.060Z (3 months ago)
• Topics: bayesian-optimization, blackbox-optimization, cluster-deployment, gaussian-processes, hyperparameter-optimization, hyperparameter-tuning, keras-examples, kubernetes-deployment, machine-learning, neural-network, neural-networks, parallel-computing, production-system, pytorch-compatible, scipy-compatible, sklearn-compatible, tensorflow-examples, tuning-parameters
• Language: Jupyter Notebook
• Homepage:
• Size: 54.6 MB
• Stars: 399
• Watchers: 11
• Forks: 46
• Open Issues: 12
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• StarryDivineSky - ARM-software/mango - learn 兼容的复杂搜索空间；采用新颖的、最先进的无梯度优化器，适用于连续、离散和分类值；模块化设计，可在本地、集群或云基础设施上调度目标函数；在应用程序层进行故障检测，以实现商品硬件上的可扩展性；由于在生产环境中的测试和使用，不断添加新功能。 (参数优化)