Jackie Loong

Deep-Learning-with-TensorFlow-book. 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

TensorFlow-2.x-Tutorials. TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Deep-Learning-with-PyTorch-Tutorials. 深度学习与PyTorch入门实战视频教程 配套源代码和PPT

MAML-Pytorch. Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

awesome-meta-learning. A curated list of Meta-Learning resources/papers.

GCN-PyTorch. Graph Convolution Network for PyTorch

LearningToCompare-Pytorch. Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot Learning

MAML-TensorFlow. Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Reptile-Pytorch. Python

Deep-Learning-with-PyTorch-book. PyTorch深度学习开源电子书

awesome-AutoML. A curated list of AutoML papers/tutorials/slides etc.

DARTS-PyTorch. PyTorch 1.0 supported for CNN exp.

pytorch-mnist-vae. Pytorch Implementation of variational auto-encoder for MNIST

DeepEmbeddingModel_ZSL-Pytorch. Pytorch code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning

GCN-TF2. Graph Convolution Network for TensorFlow 2 implementation.

CapsNet-Pytorch. Pytorch version of Hinton's Capsule Theory paper: Dynamic Routing Between Capsules

IntroVAE-Pytorch. Pytorch Implementation for paper: IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis

MAML-Pytorch-RL. Python

Graph-Neural-Network-Papers. Curated Lists for graph neural network, graph convolutional network, graph attention network, etc.

PPO-Pytorch. Pytorch Implementation of Proximal Policy Optimization Algorithm

awesome-causal-reasoning.

PracticalDeepLearningTutorials. 深度学习算法实战

Awesome-Graph-Neural-Networks. Paper Lists for Graph Neural Networks

nndl.github.io. 《神经网络与深度学习》 Neural Network and Deep Learning

Meta-Learning-Papers. Latest papers collection of thoughtful work on meta-learning research

GAN. Pytorch Implementations for popular GAN algorithms.

memoryGAN-Tensorflow. Python

PhoneNet. Fast, Efficient and Elegant Android Neural Network Library with strong GPU acceleration, implemented CNN, Squeezenet yet.

the-gan-zoo. A list of all named GANs!

DRL-tutorial. Deep Reinforcement Learning tutorials

Learning-from-data-Subtitles-. Learning from data 英文字幕 Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa

NTM-Pytorch. Neural Turing Machine or Differentiable Neural Computer Implementation in Pytorch 0.4.0, with cuda

dragen1860.github.io. Personal website on github

Casual-Reasoning-Papers. Papers collection of latest insightful work on casual reasoning research.

LSH. Standard Locality Sensitive Hashing

PytorchTutorialsCN.

CACTU. Python

AutoPyTorch.

FaceScore. C++

Coarse_ImageNet_Labels.

human-pose-estimation.pytorch. The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

Pytorch-Episode. Notes about some advanced usage or easy-wrong highlights about Pytorch

996.ICU. Repo for counting stars and contributing. Press F to pay respect to glorious developers.

TRPO-Pytorch. Python

minimalRL. Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Network2. Python

ChinaTextbook. 所有小初高、大学PDF教材。

memoryGAN-Pytorch. Repository for ICLR 2018 paper: memoryGAN

DLUtils. Useful Utils code for deep learning development