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AlphaProtein Novo

AlphaProtein Novo is a generative diffusion model for de novo enzyme design using structural motif scaffolding. Its repository provides a pipeline that can combine the model with optional sequence redesign, structure prediction, and evaluation.

What it does

Researchers can use it to generate candidate enzyme structures and sequences conditioned on a catalytic motif and ligand context.

Availability
Package and pretrained generator weights are downloadable.
Pricing model
Not established
Deployment
Run locally using the provided Python scripts.
Privacy
Not established
Licence
Weights are subject to AP Novo Parameters Terms of Use.
Capability
text generation
Modality
text3D
Access
CLIopen weights
Deployment
on-premises
Pricing
unknown
Target user
researcherdeveloper

Evidence

6 claims
  • The diffusion model co-generates protein structures and sequences conditioned on a catalytic motif and ligand context. [1]
    and sequences conditioned on a catalytic motif and ligand context.
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The pipeline can combine generation with optional LigandMPNN sequence redesign, AlphaFold 3 structure prediction, and evaluation metrics. [1]
  • The source package includes scripts and a quickstart for running the pipeline. [1]
    See the [Quickstart](#quickstart) section for a basic launch command and
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Pretrained generator weights must be downloaded separately from Google Cloud Storage. [1]
    be downloaded from Google Cloud Storage (see
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The documented setup uses local Python environments and command-line scripts.
  • Use of the pretrained weights is subject to the AP Novo Parameters Terms of Use. [1]
    [AP Novo Parameters Terms of Use](WEIGHTS_TERMS_OF_USE.md); or configure a
    GitHub new repositories. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

1
1
GitHub new repositoriesOwner-controlled
https://github.com/google-deepmind/alphaprotein-novo Retrieved 2026-10-27 01:40 UTC
Verified

Versions

2
VersionEffectiveChangeChanged fieldsState
22026-10-11 02:51 UTCmaterial changecapability, modality, availability, deploymentCurrent
12026-10-10 03:46 UTCpublicationNoneCurrent

In briefs

1

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.