Simon717's repositories
Deep-Learning-Project-Template
A best practice for deep learning project template architecture.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
StarGAN
PyTorch Implementation of StarGAN - CVPR 2018
Xlearn
Transfer Learning Library
MADA
Code release for "Multi-Adversarial Domain Adaptation" (AAAI 2018)
dirt-t
A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)
domain-transfer-network
TensorFlow Implementation of Unsupervised Cross-Domain Image Generation
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
transferlearning
Resources and codes about transfer learning and domain adaptation--迁移学习
DeepLearningImplementations
Implementation of recent Deep Learning papers
keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks
ML-From-Scratch
Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.
DiscoGAN-pytorch
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
mnist-svhn-transfer
PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)
nndl.github.io
《神经网络与深度学习》 Neural Network and Deep Learning
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
simonblog.github.io
My Blog
AdversarialNetsPapers
The classical papers and codes about generative adversarial nets
Super-Resolution-using-Generative-Adversarial-Networks
An implementation of SRGAN model in Keras
MLAlgorithms
Minimal and clean examples of machine learning algorithms
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Tutorial
strart
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
DeepLearningPython35
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support