Skip to content
@lindermanlab

Linderman Lab

Popular repositories Loading

  1. ssm ssm Public

    Bayesian learning and inference for state space models

    Jupyter Notebook 673 225

  2. S5 S5 Public

    Python 314 71

  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 62 6

  5. sing sing Public

    SING: SDE Inference via Natural Gradients

    Python 35 4

  6. elk elk Public

    Scalable and Stable Parallelization of Nonlinear RNNS

    Jupyter Notebook 28 2

Repositories

Showing 10 of 30 repositories
  • 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 Jan 16, 2026
  • lindermanlab.github.io Public

    Lab Homepage

    lindermanlab/lindermanlab.github.io’s past year of commit activity
    CSS 0 0 0 0 Updated Jan 15, 2026
  • gpslds Public

    Project repo for gpSLDS

    lindermanlab/gpslds’s past year of commit activity
    Jupyter Notebook 17 4 0 0 Updated Jan 12, 2026
  • 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 Jan 12, 2026
  • sing Public

    SING: SDE Inference via Natural Gradients

    lindermanlab/sing’s past year of commit activity
    Python 35 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 18 BSD-3-Clause 0 0 0 Updated Nov 25, 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 4 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
View all repositories

Top languages

Loading…

Most used topics

Loading…