Library/alphafold
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google-deepmind/alphafold

alphafold

Open source code for AlphaFold 2.

Builder

Google DeepMind

Google DeepMind

google-deepmind • ai-lab

Stars

14,425

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Forks

2,596

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Open Issues

0

Activity Score

0/100

2 commits in 30d

Created

Jun 17, 2021

Project creation date

README Summary

AlphaFold 2 is an AI system developed by DeepMind that predicts 3D protein structures from amino acid sequences with remarkable accuracy. This repository contains the open source implementation of AlphaFold 2, allowing researchers to run protein structure predictions and access the underlying neural network models. The system represents a breakthrough in computational biology by solving the decades-old protein folding problem.

AI Dev Skills

Unmapped

Deep Learning Architecture DesignStructural Biology ModelingAttention MechanismsGeometric Deep LearningMulti-Scale Feature LearningResidual NetworksTransformer-based ModelsScientific ComputingMolecular Dynamics Integration3D Structure Prediction

Tags

Deep Learning Architecture DesignStructural Biology ModelingAttention MechanismsGeometric Deep LearningMulti-Scale Feature LearningResidual NetworksTransformer-based ModelsScientific ComputingMolecular Dynamics Integration3D Structure PredictionDisease Mechanism ResearchPharmaceuticalEvolutionary Biology StudiesAcademic ResearchBiotechnologySelf-hostedProtein Structure PredictionCloud ComputingEnzyme DesignGeometric AISequence DataPhysics-Informed Neural NetworksProtein Function AnalysisHealthcare3DDrug Target IdentificationScientific AIStructural DataHPC ClustersPython

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

1

30 Days

2

90 Days

6

Quality

production
Quality
high
Maturity
production

Categories

Foundation ModelsPrimaryCoding & Dev ToolsHealthcare & BiologyEdge & Mobile AILearning ResourcesSearch & KnowledgeOther AI / ML

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Jun 17, 2021
Forked
Mar 22, 2026
Your last push
1 months ago
Upstream last push
6 days ago
Tracked since
Mar 13, 2026

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