sienna13's repositories
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
bitcoinbook
Mastering Bitcoin 2nd Edition - Programming the Open Blockchain
CapsGNN
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Deep-Learning-with-TensorFlow-book
深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
DGI
Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
GNN4NLP-Papers
A list of recent papers about Graph Neural Network methods applied in NLP areas.
GNNs-for-NLP
Graph Neural Networks for Natural Language Processing tutorial at EMNLP 2019
google-research
Google AI Research
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
GraphEmbedding
Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec
GraphSAGE
Representation learning on large graphs using stochastic graph convolutions.
GraphSAGE_RL
Advancing GraphSAGE with A Data-driven Node Sampling
icml18-jtnn
Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)
incubator-echarts
A powerful, interactive charting and visualization library for browser
magenta
Magenta: Music and Art Generation with Machine Intelligence
moses
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
musegan
An AI for Music Generation
pyecharts
🎨 Python Echarts Plotting Library
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
pytorch-tutorial-1
PyTorch Tutorial for Deep Learning Researchers
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
rats-search
BitTorrent P2P multi-platform search engine for Desktop and Web servers with integrated torrent client.
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。
the-gan-zoo
A list of all named GANs!