Mufei Li (mufeili)

Mufei Li

mufeili

User data from Github https://github.com/mufeili

Company:AWS AI Lab Shanghai

Location:Shanghai

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Mufei Li's repositories

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

License:Apache-2.0Stargazers:0Forks:0Issues:0

dgl-lifesci

Python package for graph neural networks in chemistry and biology

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CTKG

The Clinical Trials Knowledge Graph

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GNNLens2

Visualization tool for Graph Neural Networks

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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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rstWeb

Repository for rstWeb, a browser based annotation interface for Rhetorical Structure Theory

License:MITStargazers:0Forks:0Issues:0

Top-Down-RST-Parser

This repository is the implementation of "Top-down RST Parsing Utilizing Granularity Levels in Documents" published at AAAI 2020.

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pdtb3

Preprocessing code and BERT/XLNet baselines for PDTB 2.0 and 3.0

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deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

License:MITStargazers:0Forks:0Issues:0
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moleculenet

Moleculenet.ai Datasets And Splits

License:MITStargazers:0Forks:0Issues:0

se3-transformer-public

code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503

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rstfinder

Fast Discourse Parser to find latent Rhetorical STructure (RST) in text.

License:MITStargazers:0Forks:0Issues:0

DL4MolecularGraph

Literature of deep learning for graphs in Chemistry and Biology

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GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

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graphein

Protein Graph Library

License:MITStargazers:0Forks:0Issues:0

KDDCUP_2020_AutoGraph_1st_Place

KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution

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dglai.github.io

Website for DGL project

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DRKG

A knowledge graph and a set of tools for drug repurposing

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:0Forks:0Issues:0

pretrain-gnns

Strategies for Pre-training Graph Neural Networks

License:MITStargazers:0Forks:0Issues:0

sagemaker-pytorch-container

Docker container for running PyTorch scripts to train and host PyTorch models on SageMaker

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ogb

An open-source benchmark for graph machine learning

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GCN-LPA

A tensorflow implementation of GCN-LPA

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rexgen_direct

Template-free prediction of organic reaction outcomes

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:0Forks:0Issues:0

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:0Forks:0Issues:0