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@lindermanlab

Linderman Lab

Popular repositories Loading

  1. ssm ssm Public

    Bayesian learning and inference for state space models

    Jupyter Notebook 603 205

  2. S5 S5 Public

    Python 288 57

  3. PPSeq.jl PPSeq.jl Public

    Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains

    Julia 66 15

  4. ssm-jax ssm-jax Public

    Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend

    Jupyter Notebook 58 6

  5. elk elk Public

    Scalable and Stable Parallelization of Nonlinear RNNS

    Jupyter Notebook 14 1

  6. warhmm warhmm Public

    Python 12 2

Repositories

Showing 10 of 24 repositories
  • lindermanlab.github.io Public

    Lab Homepage

    CSS 0 0 0 0 Updated Apr 5, 2025
  • ppseq-pytorch Public

    A PyTorch implementation of the PPSeq model with EM fitting and GPU acceleration.

    Jupyter Notebook 3 1 0 1 Updated Mar 20, 2025
  • dirichlet-tucker Public

    Tucker decompositions with normalization constraints

    Jupyter Notebook 1 MIT 0 0 0 Updated Mar 3, 2025
  • elk Public

    Scalable and Stable Parallelization of Nonlinear RNNS

    Jupyter Notebook 14 BSD-3-Clause 1 0 0 Updated Jan 27, 2025
  • S5 Public
    Python 288 MIT 57 0 0 Updated Jan 8, 2025
  • gpslds Public

    Project repo for gpSLDS

    Jupyter Notebook 8 1 0 0 Updated Jan 3, 2025
  • hackathons Public

    Jupyter notebooks from our weekly (or so) hackathons

    Jupyter Notebook 11 4 0 0 Updated Dec 3, 2024
  • elk-torch Public

    Parallelizing nonlinear dynamics--in PyTorch

    Python 1 MIT 0 0 0 Updated Dec 2, 2024
  • elk-dev Public Forked from lindermanlab/elk

    Scalable and Stable Parallelization of Nonlinear RNNS

    Python 1 BSD-3-Clause 1 0 0 Updated Nov 26, 2024
  • nm-rnn Public

    Work in progress...

    Jupyter Notebook 6 1 0 0 Updated Oct 23, 2024
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