https://github.com/jianguoz/how-to-use-tensorboard
https://github.com/jianguoz/how-to-use-tensorboard
Last synced: about 2 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/jianguoz/how-to-use-tensorboard
- Owner: jianguoz
- Created: 2017-12-28T05:52:57.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2017-12-31T05:51:31.000Z (over 7 years ago)
- Last Synced: 2025-01-16T02:31:51.526Z (3 months ago)
- Language: Python
- Size: 36.9 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# How-to-use-tensorboard
### Jianguo Zhang, December 22, 2017
This is the implementation code for the "How to Use Tensorboard" live session by Siraj Raval on Youtube
## Overview
This is the code for [this](https://www.youtube.com/watch?v=fBVEXKp4DIc) and [this](https://www.youtube.com/watch?v=3bownM3L5zM) video on Youtube by Siraj Raval. We're going to classify handwritten characters using a convolutional neural network. Then we'll visualize the results in tensorboard, including a demo of the new embedding visualizer.
## Dependencies
* os
* tensorflow
* sys
* urllib
Install dependencies with [pip](https://packaging.python.org/installing/).
## Usage
Run the following in terminal to train the code.
```
python simple_mnist.py
```
Visualize it with this command in terminal after training.
```
tensorboard --logdir=./logs/nn_logs
```
Run the following in terminal to train the code.
```
python advanced_mnist.py
```
Visualize it with this command in terminal after training.
```
tensorboard --logdir='/tmp/mnist_tutorial/'
```
### Improve techniques for training gans
All detailes inside the [folder](https://github.com/JianguoZhang1994/How-to-use-tensorboard/tree/master/Improve-techniques-for-training-gans-Tensorflow)