ryenchen's repositories
ArchSummit2017
ArchSummit(全球架构师峰会)演讲稿
bayesian_nn
Lightweight Bayesian neural net library for tensorflow
Classification_Nets
Implement popular models by different DL framework. Such as tensorflow and caffe
cs231n-2015
Convolutional Neural Networks Assignments
cs231n-2016
Convolutional Neural Networks for Visual Recognition in Stanford
expectation-backpropagation
Python 3 implementation of the Expectation Backpropagation algorithm from https://papers.nips.cc/paper/5269-expectation-backpropagation-parameter-free-training-of-multilayer-neural-networks-with-continuous-or-discrete-weights.pdf
face2face-demo
pix2pix demo that learns from facial landmarks and translates this into a face
Generative-Adversarial-Network-Tutorial
Tutorial on creating your own GAN in Tensorflow
l4-optimizer
Code for paper "L4: Practical loss-based stepsize adaptation for deep learning"
neural_factorization_machine
TenforFlow Implementation of Neural Factorization Machine
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
quora-duplicate-questions
Detect duplicate questions on Quora
saliency
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
snake-ai-reinforcement
AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等