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)
Aymeric's repoo