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Plenoptic

Plenoptic library for image synthesis and related repos
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Welcome to the plenoptic organization!

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plenoptic is a python library for model-based synthesis of perceptual stimuli, intended for researchers in neuroscience, psychology, and machine learning. The stimuli generated by plenoptic enable interpretation of model properties through features that are enhanced, suppressed, or discarded.

Github repo The main code repo is here.

Documentation Check out our documentation to learn how to use plenoptic and see examples.

Install You can install plenoptic using pip or conda. See our documentation for more details.

PyOpenSci review We are currently under review at pyOpenSci!

Questions? Feel free to ask any questions on our discussions page. See our readme for what to do if you find an issue or want to contribute.

Workshop materials Browse the materials from workshops we've run to see more examples of how to use plenoptic.

Presentations View the slides from presentations explaining the science that plenoptic can facilitate.

Citation guide If you use plenoptic in a published academic article or presentation, please cite us! View our citation guide for more details.

Credits

The package was intially developed by members of the Lab for Computational Vision at New York University and is now maintained by Billy Broderick.

Development and maintenance is supported by the Simons Foundation Flatiron Institute's Center for Computational Neuroscience.

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  1. plenoptic plenoptic Public

    Visualize/test models for visual representation by synthesizing images.

    Python 96 20

Repositories

Showing 10 of 17 repositories
  • hyperparameter-search-template Public

    Copier template for hyperparameter search scripts, as used in plenoptic-experiments

    plenoptic-org/hyperparameter-search-template's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 27, 2026
  • plenoptic-documentation Public

    Repo to hold built plenoptic documentation

    plenoptic-org/plenoptic-documentation's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 27, 2026
  • plenoptic Public

    Visualize/test models for visual representation by synthesizing images.

    plenoptic-org/plenoptic's past year of commit activity
    Python 96 MIT 20 87 (3 issues need help) 5 Updated Oct 27, 2026
  • plenoptic-binder Public

    Binder Environment repository for plenoptic

    plenoptic-org/plenoptic-binder's past year of commit activity
    Python 0 MIT 0 1 0 Updated Oct 26, 2026
  • plenoptic-experiments Public

    Miscellaneous scripts for performing experiments to help the development of plenoptic

    plenoptic-org/plenoptic-experiments's past year of commit activity
    HTML 0 MIT 0 0 1 Updated Oct 23, 2026
  • fenestration Public

    Pytorch implementation of Pooling Windows like those used in Freeman and Simoncelli, 2011

    plenoptic-org/fenestration's past year of commit activity
    Python 1 MIT 0 20 0 Updated Sep 30, 2026
  • plenoptic-workshops Public

    Built workshop materials for the plenoptic package

    plenoptic-org/plenoptic-workshops's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jul 28, 2026
  • plenoptic-cshl-vision-2026 Public

    Material for plenoptic presentation at CSHL Computational Vision course, summer 2026

    plenoptic-org/plenoptic-cshl-vision-2026's past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 28, 2026
  • plenoptic-migrate Public

    Small CLI to migrate from plenoptic 1.x to 2.0

    plenoptic-org/plenoptic-migrate's past year of commit activity
    Python 0 MIT 0 0 0 Updated Jul 13, 2026
  • plenoptic_presentations Public

    Presentations about the plenoptic software package

    plenoptic-org/plenoptic_presentations's past year of commit activity
    Python 0 MIT 0 3 0 Updated Jul 10, 2026

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