https://github.com/terryum/TensorFlow_Exercises

The codes I made while I practiced various TensorFlow examples
https://github.com/terryum/TensorFlow_Exercises

Last synced: about 2 months ago
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The codes I made while I practiced various TensorFlow examples

• Host: GitHub
• URL: https://github.com/terryum/TensorFlow_Exercises
• Owner: terryum
• Created: 2016-05-29T04:24:20.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2019-05-14T16:45:45.000Z (over 5 years ago)
• Last Synced: 2024-10-26T21:44:32.635Z (about 2 months ago)
• Language: Jupyter Notebook
• Size: 16.6 KB
• Stars: 618
• Watchers: 44
• Forks: 197
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# TensorFlow_Exercises

The codes I made while I practiced various TensorFlow examples

### About the codes

I didn't create these codes by myself, but re-create the codes while I was practicing other TensorFlow examples. Here is the list of example codes I refered to.

- Sungjun Choi, [Tensorflow-101](https://github.com/sjchoi86/Tensorflow-101)

- Aymeric Damien, [Tensorflow-Examples](https://github.com/aymericdamien/TensorFlow-Examples/)

- Nathan Lints, [Tensorflow-Tutorials](https://github.com/nlintz/TensorFlow-Tutorials)

- Parag K. Mital, [Tensorflow-Tutorials](https://github.com/pkmital/tensorflow_tutorials)

### List of the exercise codes

1. [Linear Regression](https://github.com/terryum/TensorFlow_Exercises/blob/master/1_LinearRegression_160516.ipynb) 

2. [Logistic Regression](https://github.com/terryum/TensorFlow_Exercises/blob/master/2_LogisticRegression_MNIST_160516.ipynb)

3. [Multilayer Perceptron](https://github.com/terryum/TensorFlow_Exercises/blob/master/3a_MLP_MNIST_160516.ipynb)

4. [Modern Multilayer Perceptron](https://github.com/terryum/TensorFlow_Exercises/blob/master/3b_MLP_MNIST_Modern_160517.ipynb)

5. [Multilayer Perceptron: Top-N results](https://github.com/terryum/TensorFlow_Exercises/blob/master/3c_MLP_MNIST_topNresults_160712.ipynb)

6. [Convolutional Neural Network](https://github.com/terryum/TensorFlow_Exercises/blob/master/4a_CNN_MNIST_160712.ipynb)

(More exercises will be updating...)

### Slides

You can follow the above examples with the [slides](http://terryum.io/ml_practice/2016/05/28/TFIntroSlides/). 

Feel free to make changes for your own project. And please let me know if you have a suggestion to improve the codes. Thank you!