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alphago

alphagozero

Congratulation to DeepMind! This is a trial implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals.

awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

babylon.js

Babylon.js: a complete JavaScript framework for building 3D games with HTML 5 and WebGL

bezier-curved-edges-networkx

Function to produce Bezier curves for the edges in a NetworkX graph

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deeplearning-with-tensorflow-notes

《TensorFlow深度学习》学习笔记及代码，采用TensorFlow2.0.0版本

docker_for_blender

environment to run blender in shared volumes

docker_for_seed_rl

embedding_visualization

flag

Adversarial Data Augmentation for Graph Neural Networks.

gam

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

gaug

AAAI'21: Data Augmentation for Graph Neural Networks

gca

[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"

graph-convolutional-networks-for-relational-link-prediction

graph_nets

Build Graph Nets in Tensorflow

graphembedding

Implementation and experiments of graph embedding algorithms.

hgt-dgl

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)

highwayrl

muzero

A structured implementation of MuZero

netlsd

NetLSD descriptors for graphs. Compare and analyze graph structure on multiple levels!

pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

pyhgt

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

rgcn

Pytorch implementation of a RGCN Link Prediction Model

sparkdatarequestor

tianshou

An elegant PyTorch deep reinforcement learning library.

transplanter

A tool for running C/C++, python, and matlab coding in Java Environment