Xuan Lin's repositories
alphafold2
To eventually become a Pytorch implementation of Alphafold2, as details of the architecture get released
AutoBioNER
Distantly Supervised Biomedical Named Entity Recognition with Dictionary Expansion: https://ieeexplore.ieee.org/document/8983212
biobert
BioBERT: a pre-trained biomedical language representation model
DGL-GTC2019
Materials for DGL Instructor-led training at GTC 2019
dimenet
DimeNet and DimeNet++ models, as proposed in "Directional Message Passing for Molecular Graphs" (ICLR 2020) and "Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules" (NeurIPS-W 2020)
DRKG
A knowledge graph and a set of tools for drug repurposing
GCC
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
GPT-GNN
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
mol2vec
Mol2vec - an unsupervised machine learning approach to learn vector representations of molecular substructures
MolDesigner-Public
MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning (NeurIPS 2020 Demo)
MolT5
Associated Repository for "Translation between Molecules and Natural Language"
MolTrans
MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)
Multi-Grained-NER
Multi-Grained Named Entity Recognition (ACL 2019)
pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
rebiber
A simple tool in Python to fix incorrect bib entries automatically, based on their official information from the full ACL anthology and DBLP (for ICLR and other conferences)!
seaborn-data
Data repository for seaborn examples
TDC
Therapeutics Data Commons: Machine Learning Datasets for Therapeutics
torchdrug
A powerful and flexible machine learning platform for drug discovery
XuanLin1991.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes