Pinned Repositories
dgl-lifesci
Python package for graph neural networks in chemistry and biology
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
GNNLens2
Visualization tool for Graph Neural Networks
GraphMaker
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
Asailer_Theory
Resources for the Asailers interested in theory
Berkeley_CS294_fall2017
an attempt to do homework for CS294 using PyTorch
D-VAE
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019
dgl_gat_nodeflow
This is a demo for training GATs on giant graphs with dgl nodeflow.
DL4MolecularGraph
Literature of deep learning for graphs in Chemistry and Biology
GCN_PCBA
mufeili's Repositories
mufeili/DL4MolecularGraph
Literature of deep learning for graphs in Chemistry and Biology
mufeili/dgl_gat_nodeflow
This is a demo for training GATs on giant graphs with dgl nodeflow.
mufeili/Berkeley_CS294_fall2017
an attempt to do homework for CS294 using PyTorch
mufeili/Asailer_Theory
Resources for the Asailers interested in theory
mufeili/GCN_PCBA
mufeili/Alchemy
mufeili/amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
mufeili/AttentiveFP
mufeili/chemprop
Message Passing Neural Networks for Molecule Property Prediction
mufeili/DGL-GTC2019
Materials for DGL Instructor-led training at GTC 2019
mufeili/DRKG
A knowledge graph and a set of tools for drug repurposing
mufeili/GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
mufeili/GCN-LPA
A tensorflow implementation of GCN-LPA
mufeili/gnnvis.github.io
mufeili/graphein
Protein Graph Library
mufeili/GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
mufeili/HAN
Heterogeneous Graph Neural Network
mufeili/HMGNN
mufeili/iclr19-graph2graph
Learning Multimodal Graph-to-Graph Translation for Molecular Optimization (ICLR 2019)
mufeili/icml18-jtnn
Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)
mufeili/KDDCUP_2020_AutoGraph_1st_Place
KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution
mufeili/liblinear
mufeili/LiteratureDL4Graph
mufeili/ogb
An open-source benchmark for graph machine learning
mufeili/pretrain-gnns
Strategies for Pre-training Graph Neural Networks
mufeili/REINVENT
Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning
mufeili/rexgen_direct
Template-free prediction of organic reaction outcomes
mufeili/rl_graph_generation
mufeili/sagemaker-pytorch-container
Docker container for running PyTorch scripts to train and host PyTorch models on SageMaker
mufeili/vinjn