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Linderman Lab

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  1. ssm ssm Public

    Bayesian learning and inference for state space models

    Jupyter Notebook 669 224

  2. S5 S5 Public

    Python 313 70

  3. PPSeq.jl PPSeq.jl Public

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

    Julia 70 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 61 6

  5. sing sing Public

    SING: SDE Inference via Natural Gradients

    Python 34 4

  6. elk elk Public

    Scalable and Stable Parallelization of Nonlinear RNNS

    Jupyter Notebook 28 2

Repositories

Showing 10 of 30 repositories
  • sing Public

    SING: SDE Inference via Natural Gradients

    lindermanlab/sing’s past year of commit activity
    Python 34 MIT 4 0 0 Updated Dec 9, 2025
  • parallel-mcmc Public

    Parallelizing MCMC across the sequence length via Newton's method.

    lindermanlab/parallel-mcmc’s past year of commit activity
    Python 16 BSD-3-Clause 0 0 0 Updated Nov 25, 2025
  • lindermanlab.github.io Public

    Lab Homepage

    lindermanlab/lindermanlab.github.io’s past year of commit activity
    CSS 0 0 0 0 Updated Nov 24, 2025
  • predictability_enables_parallelization Public

    Official repo for "Predictability Enables Parallelization of Nonlinear State Space Models" by Gonzalez*, Kozachkov*, et al. Published NeurIPS '25.

    lindermanlab/predictability_enables_parallelization’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Nov 6, 2025
  • 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 4 2 0 2 Updated Oct 21, 2025
  • elk Public

    Scalable and Stable Parallelization of Nonlinear RNNS

    lindermanlab/elk’s past year of commit activity
    Jupyter Notebook 28 BSD-3-Clause 2 0 0 Updated Oct 21, 2025
  • parallelizing_with_lds Public

    Official repo for "A Unifying Framework for Parallelizing Sequential Models with Linear Dynamical Systems"

    lindermanlab/parallelizing_with_lds’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Sep 25, 2025
  • informed-correctors Public

    Code for the paper "Informed Correctors for Discrete Diffusion Models"

    lindermanlab/informed-correctors’s past year of commit activity
    Python 1 0 1 0 Updated Sep 9, 2025
  • ssm Public

    Bayesian learning and inference for state space models

    lindermanlab/ssm’s past year of commit activity
    Jupyter Notebook 669 MIT 224 31 (1 issue needs help) 1 Updated May 9, 2025
  • 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 Mar 3, 2025
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