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aqlaboratory/openfold

openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

View on GitHub↗Upstream aqlaboratory/openfold↗

Builder

aqlaboratory

aqlaboratory

aqlaboratory • individual

Stars

3,435

Using upstream star count

Forks

693

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Sep 14, 2021

Project creation date

README Summary

A faithful but trainable PyTorch reproduction of DeepMind's [AlphaFold 2](https://github.com/deepmind/alphafold).

Community Evaluation

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AI Dev Skills

Unmapped

Attention MechanismsBioinformatics Deep LearningDeep Learning for BiologyGPU OptimizationLarge-Scale Model TrainingMemory-Efficient TrainingProtein Structure PredictionScientific Machine LearningStructural Biology MLTransformer Architecture

Tags

Attention MechanismsBioinformatics Deep LearningDeep Learning for BiologyGPU OptimizationLarge-Scale Model TrainingMemory-Efficient TrainingProtein Structure PredictionScientific Machine LearningStructural Biology MLTransformer ArchitectureForkedPyTorchResearch / Papers

Taxonomy

AI Trends

Scientific AILarge-Scale Model ReproducibilityMemory-Efficient Deep LearningOpen Source AI

category

Model TrainingLearning Resources

Deployment Context

Self-hostedOn-premiseCloud Compute

Industries

BiotechnologyPharmaceuticalsHealthcareAcademic Research

Modalities

Protein Sequences3D StructuresBiological Data

Skill Areas

Protein Structure PredictionDeep Learning for BiologyAttention MechanismsTransformer ArchitectureMemory-Efficient TrainingGPU OptimizationScientific Machine LearningStructural Biology MLLarge-Scale Model TrainingBioinformatics Deep Learning

tag

ForkedPyTorchResearch / Papers

Use Cases

Protein Structure PredictionDrug Discovery ResearchProtein Function AnalysisStructural Biology ResearchComputational Biology Workflows

Recent Activity

Updated 10 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
high
Maturity
research

Categories

Learning ResourcesPrimaryModel TrainingSearch & Knowledge

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Sep 14, 2021
Forked
Mar 22, 2026
Your last push
10 months ago
Upstream last push
10 months ago
Tracked since
Dec 16, 2025

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