https://github.com/tanyachutani/hyperparameter-optimization

Implementing different approaches of hyperparameter optimization including random search and bayesian optimization
https://github.com/tanyachutani/hyperparameter-optimization

bayesian-optimization hyperparameter-optimization keras-tuner random-search tensorflow

Last synced: 3 months ago
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Implementing different approaches of hyperparameter optimization including random search and bayesian optimization

• Host: GitHub
• URL: https://github.com/tanyachutani/hyperparameter-optimization
• Owner: TanyaChutani
• Created: 2020-05-14T18:01:25.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2020-05-25T15:45:40.000Z (about 6 years ago)
• Last Synced: 2025-02-27T17:22:11.634Z (over 1 year ago)
• Topics: bayesian-optimization, hyperparameter-optimization, keras-tuner, random-search, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 36.1 KB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Hyperparameter-Optimization

Implementing different approaches of hyperparameter optimization including random search, bayesian optimization

## Results

### Random Search 

![](https://github.com/TanyaChutani/Hyperparameter-Optimization/blob/master/result/random_search.PNG)


### Bayesian Optimization

![](https://github.com/TanyaChutani/Hyperparameter-Optimization/blob/master/result/bayesian.PNG)