Tao Shen's repositories
FaceBagNet
FaceBagNet - Patch-based Methods for Multi-modal Face Anti-spoofing (FAS)
RSNA2019_Intracranial-Hemorrhage-Detection
Code for 1st Place Solution in Intracranial Hemorrhage Detection Challenge @ RSNA2019
TGS-Salt-Identification
TGS Salt Identification
kaggle-competition-solutions
Kaggle competition solutions
CellSignal-Cell-Image-Analysis
Disentangling biological signal from experimental noise in cellular images.
x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers
dgcnn.pytorch
A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)
google-research
Google Research
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
CASIA-SURF_CeFA
Face Anti-spoofing Attack Detection Challenge@CVPR2020
CCNet-Pure-Pytorch
Criss-Cross Attention for Semantic Segmentation in pure Pytorch with a faster and more precise implementation.
ddpm-proteins
A denoising diffusion probabilistic model (DDPM) tailored for conditional generation of protein distograms
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
fairseq-image-captioning
Transformer-based image captioning extension for pytorch/fairseq
HPA-competition-solutions
Team original solutions for the Human Protein Atlas image classification competition
Machine-Learning-Template
A starter template for Equinor data science / data engineering projects
masif_paper
MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.
PolyFold
An interactive visual simulator for distance-based protein folding
ReZero-examples
PyTorch Examples repo for "ReZero is All You Need: Fast Convergence at Large Depth"
RoseTTAFold
This package contains deep learning models and related scripts for RoseTTAFold
tr-rosetta-pytorch
Implementation of trRosetta and trDesign for Pytorch, made into a convenient package, for protein structure prediction and design