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Linderman Lab

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  1. ssm ssm Public

    Bayesian learning and inference for state space models

    Jupyter Notebook 580 205

  2. S5 S5 Public

    Python 263 46

  3. PPSeq.jl PPSeq.jl Public

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

    Julia 62 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 57 7

  5. hackathons hackathons Public

    Jupyter notebooks from our weekly (or so) hackathons

    Jupyter Notebook 11 4

  6. warhmm warhmm Public

    Python 11 2

Repositories

Showing 10 of 23 repositories
  • elk-torch Public

    Parallelizing nonlinear dynamics--in PyTorch

    lindermanlab/elk-torch’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 27, 2024
  • elk-dev Public Forked from lindermanlab/elk

    Scalable and Stable Parallelization of Nonlinear RNNS

    lindermanlab/elk-dev’s past year of commit activity
    Python 0 BSD-3-Clause 1 0 0 Updated Nov 26, 2024
  • elk Public

    Scalable and Stable Parallelization of Nonlinear RNNS

    lindermanlab/elk’s past year of commit activity
    Python 1 BSD-3-Clause 1 0 0 Updated Nov 23, 2024
  • dirichlet-tucker Public

    Tucker decompositions with normalization constraints

    lindermanlab/dirichlet-tucker’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Nov 14, 2024
  • gpslds Public

    Project repo for gpSLDS

    lindermanlab/gpslds’s past year of commit activity
    Jupyter Notebook 4 1 0 0 Updated Nov 11, 2024
  • nm-rnn Public

    Work in progress...

    lindermanlab/nm-rnn’s past year of commit activity
    Jupyter Notebook 3 1 0 0 Updated Oct 23, 2024
  • forward Public Forked from vsoch/forward

    Port Forwarding Utility (Linderman Lab edition)

    lindermanlab/forward’s past year of commit activity
    Shell 1 MIT 30 0 0 Updated Oct 18, 2024
  • salt Public

    Code accompanying "Switching Autoregressive Low-Rank Tensor Models", Lee et al., NeurIPS, 2023.

    lindermanlab/salt’s past year of commit activity
    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Sep 30, 2024
  • ppseq-pytorch Public

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

    lindermanlab/ppseq-pytorch’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Sep 15, 2024
  • dynamax-slds Public Forked from probml/dynamax

    State Space Models library in JAX

    lindermanlab/dynamax-slds’s past year of commit activity
    Jupyter Notebook 1 MIT 82 0 1 Updated Sep 14, 2024
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