1st-freesound-audio-tagging-2019

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

cellsignal-cell-image-analysis

Disentangling biological signal from experimental noise in cellular images.

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

dgcnn.pytorch

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

dream

This is the public repository for our accepted CVPR 2018 paper "Pose-Robust Face Recognition via Deep Residual Equivariant Mapping"

efficient-pytorch

My best practice of training large dataset using PyTorch.

esm

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

face_verification_paddlepaddle_v2

Baseline tiny model for face verification in PaddlePaddle

facebagnet

FaceBagNet - Patch-based Methods for Multi-modal Face Anti-spoofing (FAS)

fairseq-image-captioning

Transformer-based image captioning extension for pytorch/fairseq

google-research

Google Research

hpa-cell-segmentation

hpa-competition-solutions

Team original solutions for the Human Protein Atlas image classification competition

humpback-whale-identification

Humpback Whale Identification

iclr-2021-factored-attention

kaggle-champs

Code for the CHAMPS Predicting Molecular Properties Kaggle competition

kaggle-competition-solutions

Kaggle competition solutions

kaggle-hpa

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle-humpback

Code for 3rd place solution in Kaggle Humpback Whale Identification Challenge.

kaggle-imaterialist

The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6

kaggle-understanding-clouds

Code for 1st place solution in Understanding Clouds from Satellite Images Challenge.

kaggle_doodle2018_code

Kaggle Doodle Recognition Challenge 2018 code

keras-retinanet-for-open-images-challenge-2018

Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

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.