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NerDS Lab :: Neural Data Science Lab

AI for Neuro; Neuro for AI

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  1. bgrl bgrl Public

    PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)

    Python 82 18

  2. PyHiWA PyHiWA Public

    Alignment between clustered datasets via hierarchical Wasserstein distance

    Jupyter Notebook 37 3

  3. myow myow Public

    PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction

    Python 31 4

  4. latentOT latentOT Public

    Latent optimal transport (LOT) for low rank transport and clustering

    Jupyter Notebook 19 4

  5. halfhop halfhop Public

    Official Implementation of Half-Hop

    Python 18 2

  6. SwapVAE SwapVAE Public

    PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity

    Python 13 3

Repositories

Showing 10 of 29 repositories
  • gca Public

    Generalized Contrastive Alignment (GCA) - NeurIPS 2024

    nerdslab/gca’s past year of commit activity
    0 MIT 0 1 0 Updated Dec 26, 2024
  • GAFormer Public
    nerdslab/GAFormer’s past year of commit activity
    5 0 1 0 Updated Oct 8, 2024
  • bams_interactive_vis Public

    Interactive visualization tool for keypoint data

    nerdslab/bams_interactive_vis’s past year of commit activity
    Python 0 0 0 0 Updated May 7, 2024
  • bams Public

    PyTorch implementation of BAMS (https://multiscale-behavior.github.io/)

    nerdslab/bams’s past year of commit activity
    Jupyter Notebook 9 Apache-2.0 5 1 0 Updated Apr 19, 2024
  • bams_simulated_quadrupeds Public Forked from leggedrobotics/legged_gym

    Scripts for generating Simulated Quadrupeds Dataset from BAMS (https://multiscale-behavior.github.io/)

    nerdslab/bams_simulated_quadrupeds’s past year of commit activity
    Jupyter Notebook 1 403 0 0 Updated Jan 14, 2024
  • LatentDR Public

    PyTorch implementation of LatentDR

    nerdslab/LatentDR’s past year of commit activity
    2 MIT 0 1 0 Updated Oct 27, 2023
  • halfhop Public

    Official Implementation of Half-Hop

    nerdslab/halfhop’s past year of commit activity
    Python 18 Apache-2.0 2 1 0 Updated Oct 10, 2023
  • PyHiWA Public

    Alignment between clustered datasets via hierarchical Wasserstein distance

    nerdslab/PyHiWA’s past year of commit activity
    Jupyter Notebook 37 3 3 0 Updated Sep 26, 2023
  • bgrl Public

    PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)

    nerdslab/bgrl’s past year of commit activity
    Python 82 Apache-2.0 18 3 0 Updated Aug 27, 2023
  • deepbraindisco Public

    Discovery of microarchitecture in brain imagery with deep learning

    nerdslab/deepbraindisco’s past year of commit activity
    Jupyter Notebook 4 0 0 2 Updated Jul 6, 2023