CristinaMarsh

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

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

spinningup

An educational resource to help anyone learn deep reinforcement learning.

pyro

Deep universal probabilistic programming with Python and PyTorch

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

GraphEmbedding

Implementation and experiments of graph embedding algorithms.

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

TD3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

attention-learn-to-route

Attention based model for learning to solve different routing problems

STGCN_IJCAI-18

[IJCAI'18] Spatio-Temporal Graph Convolutional Networks

awesome-gcn

resources for graph convolutional networks （图卷积神经网络相关资源）

EvolveGCN

Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

SAGPool

Official PyTorch Implementation of SAGPool - ICML 2019

AGCRN

Adaptive Graph Convolutional Recurrent Network

OpenHINE

An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)

RBF

Python package containing the tools necessary for radial basis function (RBF) applications

HINE

Heterogeneous Information Network Embedding

gconvRNN

Graph convolutional recurrent neural network

prioritized-experience-replay

implement of prioritized experience replay

graph-pointer-network

DeepST

Reconstruction of DeepST

temporal-gcn-lstm

Code for Characterizing and Forecasting User Engagement with In-App Action Graphs: A Case Study of Snapchat

2019-ZJU_SummerResearch

The task is to restate a thesis and redo the experiment following the instructions in the paper.

STGCN-PyTorch

PyTorch implementation of STGCN

air-quality-prediction

Repository of KDD Cup, 2018.

TSP-solver-using-reinforcement-learning

Solving Traveling Salesman Problem with reinforcement learning...

DeepSEM

A deep neural net approach to nanostructure analysis in scanning electron microscope (SEM) images.