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google-deepmind/alphafold

alphafold

Open source code for AlphaFold 2.

View on GitHub↗Upstream google-deepmind/alphafold↗

Builder

Google DeepMind

Google DeepMind

google-deepmind • ai-lab

Stars

14,630

Using upstream star count

Forks

2,624

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 17, 2021

Project creation date

README Summary

This package provides an implementation of the inference pipeline of AlphaFold v2. For simplicity, we refer to this model as AlphaFold throughout the rest of this document.

Community Evaluation

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AI Dev Skills

Unmapped

3D Structure PredictionAttention MechanismsDeep Learning Architecture DesignGeometric Deep LearningMolecular Dynamics IntegrationMulti-Scale Feature LearningResidual NetworksScientific ComputingStructural Biology ModelingTransformer-based Models

Tags

3D Structure PredictionAttention MechanismsDeep Learning Architecture DesignGeometric Deep LearningMolecular Dynamics IntegrationMulti-Scale Feature LearningResidual NetworksScientific ComputingStructural Biology ModelingTransformer-based ModelsAI SafetyBenchmarkingData VisualizationDatabaseDeep LearningDockerEvalsForkedGPU / CUDAGoogle CloudHealthcare AIJupyterNode.jsNumPyPythonTensorFlowTutorialVisualization

Taxonomy

AI Trends

Scientific AIGeometric AIPhysics-Informed Neural Networks

category

Data Science & AnalyticsModel TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareSecurity & Safety

Deployment Context

Self-hostedCloud ComputingHPC Clusters

Industries

HealthcareBiotechnologyPharmaceuticalAcademic Research

Modalities

3DSequence DataStructural Data

Skill Areas

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

tag

AI SafetyBenchmarkingData VisualizationDatabaseDeep LearningDockerEvalsForkedGPU / CUDAGoogle CloudHealthcare AIJupyterNode.jsNumPyPythonTensorFlowTutorialVisualization

Use Cases

Protein Structure PredictionDrug Target IdentificationProtein Function AnalysisEnzyme DesignDisease Mechanism ResearchEvolutionary Biology Studies

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

2

Update technical note for v2.3.0 to mention the change in distillation set.

Josh Abramson • Mar 12, 2026

42719e1

Stop using Conda to install OpenMM and PDBfixer - both now on PyPI

Augustin Zidek • Mar 10, 2026

a4315dd

Inline softmax implementation so that we don't break with old JAX

Augustin Zidek • Mar 3, 2026

636a18b

Quality

production
Quality
high
Maturity
production

Categories

Data Science & AnalyticsPrimaryEvals & BenchmarkingInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareSecurity & SafetyModel TrainingSafety & AlignmentHealthcare & BiologyOther AI / ML

PM Skills

Safety & AlignmentScale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

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

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