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junwu302's Projects

abricate icon abricate

:mag_right: :pill: Mass screening of contigs for antimicrobial and virulence genes

alphafold2 icon alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

arg-global icon arg-global

Antibiotic resistance genes (ARGs) have accelerated microbial threats to human health during the last decade. Here we determined the risk of ARGs from multiple perspectives by using these code.

args_oap icon args_oap

ARGs-OAP: Online Analysis Pipeline for Antibiotic Resistance Genes Detection from Metagenomic Data Using an Integrated Structured ARG Database

atlas icon atlas

ATLAS - Three commands to start analysing your metagenome data

deep-review icon deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

deepgo icon deepgo

Function prediction using a deep ontology-aware classifier

dna-diffusion icon dna-diffusion

🧬 Understanding the code of life: Generative modeling of regulatory DNA sequences with diffusion probabilistic models 💨

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

gtdbtk icon gtdbtk

GTDB-Tk: a toolkit for assigning objective taxonomic classifications to bacterial and archaeal genomes.

hifun icon hifun

Homology Independent Protein Function prediction on Protein-Language Self-Attention Model

iggdb icon iggdb

Database of genomes integrated from the gut microbiome and other environments

mgv icon mgv

Supporting code for uncultivated gut virus manuscript

nlp-tutorial icon nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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