/EveryBodyTensorFlow

Primary LanguagePythonThe UnlicenseUnlicense

Everybody Tensorflow

All right reserved @ Jaewook Kang 2017

Final update 2017 10 27

Features

1.Including tensorflow codes for basic machine learning algorithms for educational purpose.

  • lab1_randomwork.py : For basic python numpy/scipy use
  • lab2_runHelloTensorflow.py : That's start of Tensorflow
  • lab3_runTFLineFitting.py : For line fitting by linear regression
  • lab4_runTFCurveFitting.py : For curve fitting by linear regression
  • lab5_runTFLogisticReg.py : For classifier learning by logistic regression
  • lab6_runTFMultiANN_clusterincluster.py : For classifier learning by multilayer neural networks
  • lab6_runTFMultiANN_spiraldata.py : For classifier learning by multilayer neural networks
  • lab6_runTFMultiANN_MNIST.py : For classifier learning by multilayer neural networks
  • extra : some python codes are included to learn basic operation of Tensorflow

Related PDF material (Korean) is given in [link] (https://drive.google.com/open?id=0B44EO5r4F3SsazFXWnZnUUxLekU)

Code Reference

Aymeric's repoo