uctoronto

rainbow-is-all-you-need

Rainbow is all you need! Step-by-step tutorials from DQN to Rainbow

ai-edu

AI education materials for Chinese students, teachers and IT professionals.

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

G-Bert

Pre-training of Graph Augmented Transformers for Medication Recommendation

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.

RDPD

RDPD: Rich Data Helps Poor Data via Imitation, IJCAI 2019

records-research

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.

DCRNN

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

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

hedwig

PyTorch deep learning models for document classification

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

Share

StageNet

Source code for StageNet: Stage-Aware Neural Networks for Health Risk Prediction

Streaming-Social-Traffic-Event-Detection