Yangyangii/MachineLearningTutorial

Tutorial for machine learning with python

Machine Learning Tutorial

Tutorial for machine learning with python, numpy, pytorch, tensorflow, and keras.

Requirements

• python 3.6 (Anaconda)
• tensorflow 1.3
• pytorch 0.3.1

Implementation List

1. Classifier

• RBF Network (numpy)
• DNN (Keras)
• Simple CNN (TensorFlow with tf.nn & explanation(ko))
• Simple CNN (TensorFlow with tf.layers) almost same as TF-Document

2. GANs

• Vanilla GANs (PyTorch)
• Conditional GANs (PyTorch)
• DC GANs (PyTorch)
• Wasserstain GANs with MLP (PyTorch)
• If you want to see more... GAN Tutorial