SeuTao

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

iclr-2021-factored-attention

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.

CDCN

Central Difference Convolutional Networks

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

esm

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

HPA-Cell-Segmentation

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.

mogwai

numpy-ml

Machine learning, in numpy

PolyFold

An interactive visual simulator for distance-based protein folding

rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

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

SeuTao

tape

Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.

tr-rosetta-pytorch

Implementation of trRosetta and trDesign for Pytorch, made into a convenient package, for protein structure prediction and design