YANG AN's repositories
rainbow-is-all-you-need
Rainbow is all you need! Step-by-step tutorials from DQN to Rainbow
Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
deeplearning-models
A collection of various deep learning architectures, models, and tips
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
metalearn-leap
Original PyTorch implementation of the Leap meta-learner (https://arxiv.org/abs/1812.01054) along with code for running the Omniglot experiment presented in the paper.
snail-pytorch
Implementation of "A Simple Neural Attentive Meta-Learner" (SNAIL, https://arxiv.org/pdf/1707.03141.pdf) in PyTorch
autodiagnosis
Dynamic Measurement Scheduling for Event Forecasting using Deep RL (ICML 2019)
awesome-ehr-deeplearning
Curated list of awesome papers for electronic health records(EHR) mining, machine learning, and deep learning.
Deep-Mixed-Effect-Model-using-Gaussian-Processes
Implementations for "Deep Mixed Effect Model using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare" published on AAAI 2020 (to appear)
ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
fast-bert
Super easy library for BERT based NLP models
gated-graph-neural-network-samples
Sample Code for Gated Graph Neural Networks
metric-learn
Metric learning algorithms in Python
Multi-BioNER
Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning (Bioinformatics'19)
Ordered-Neurons
Code for the paper "Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks"
PaperShell
Nice and flexible template environment for papers written in LaTeX
pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
REST
Code accompanying our WWW 2020 paper
Rumor_GAN
Source Codes: Detect Rumors on Twitter by Promoting Information Campaigns with Generative Adversarial Learning -- WWW 2019