https://github.com/bryanlimy/mnist-classification-with-tensorflow

https://github.com/bryanlimy/mnist-classification-with-tensorflow

classification tensorflow

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/bryanlimy/mnist-classification-with-tensorflow
• Owner: bryanlimy
• Created: 2017-04-06T15:22:40.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-05-20T02:35:56.000Z (about 9 years ago)
• Last Synced: 2025-04-04T13:34:33.527Z (about 1 year ago)
• Topics: classification, tensorflow
• Language: Python
• Size: 732 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
## MNIST Classification with Tensorflow Estimator

#### How to run

- Using Gradient Descent Optimizer: ```> python trainer.py```

- Using Adam Optimizer: ```> python trainer.py --model=autoencoder```

#### TensorBoard

```> python -m tensorflow.tensorboard --logdir=tmp/training```

#### Graph

- Gradient Descent Optimizer

![alt text](images/gradient_descent.png "Gradient Descent Optimizer model")

- Adam Optimizer

![alt text](images/adam.png "Adam Optimizer")