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Linderman Lab

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  1. ssm ssm Public

    Bayesian learning and inference for state space models

    Jupyter Notebook 556 199

  2. S5 S5 Public

    Python 247 43

  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 58 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 20 repositories
  • 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 2 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 76 0 1 Updated Sep 14, 2024
  • gpslds Public

    Project repo for gpSLDS

    lindermanlab/gpslds’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Sep 5, 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 Aug 22, 2024
  • ssm Public

    Bayesian learning and inference for state space models

    lindermanlab/ssm’s past year of commit activity
    Jupyter Notebook 556 MIT 199 25 (1 issue needs help) 1 Updated Aug 14, 2024
  • nm-rnn Public

    Work in progress...

    lindermanlab/nm-rnn’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Aug 5, 2024
  • S5 Public
    lindermanlab/S5’s past year of commit activity
    Python 247 MIT 43 0 0 Updated Aug 1, 2024
  • fos Public

    Semi-NMF for Fos data

    lindermanlab/fos’s past year of commit activity
    Jupyter Notebook 1 MIT 1 0 0 Updated Jul 9, 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 Jun 17, 2024
  • ssm-jax Public

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

    lindermanlab/ssm-jax’s past year of commit activity
    Jupyter Notebook 58 MIT 7 14 (6 issues need help) 4 Updated Jun 17, 2024
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