Skip to content
@lindermanlab

Linderman Lab

Popular repositories Loading

  1. ssm ssm Public

    Bayesian learning and inference for state space models

    Jupyter Notebook 722 234

  2. S5 S5 Public

    Python 325 80

  3. PPSeq.jl PPSeq.jl Public

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

    Julia 72 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 64 6

  5. parallel-mcmc parallel-mcmc Public

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

    Python 42 3

  6. sing sing Public

    SING: SDE Inference via Natural Gradients

    Python 41 5

Repositories

Showing 10 of 34 repositories
  • helmholtz-sde Public

    Code accompanying Closing the Approximation Gap in Simulation-free Latent SDEs by Smith, Trippe and Linderman, 2026

    lindermanlab/helmholtz-sde's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 28, 2026
  • lindermanlab.github.io Public

    Lab Homepage

    lindermanlab/lindermanlab.github.io's past year of commit activity
    CSS 0 0 0 0 Updated Sep 10, 2026
  • parallel-mcmc Public

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

    lindermanlab/parallel-mcmc's past year of commit activity
    Python 42 BSD-3-Clause 3 0 0 Updated Sep 7, 2026
  • switching-linear-attention Public

    Official Repository for Switching Linear Attention, COLM 2026

    lindermanlab/switching-linear-attention's past year of commit activity
    1 MIT 0 0 0 Updated Aug 31, 2026
  • micro_deer Public

    Very minimal implementation of DEER

    lindermanlab/micro_deer's past year of commit activity
    Jupyter Notebook 14 MIT 2 0 0 Updated Jul 6, 2026
  • elk Public

    Scalable and Stable Parallelization of Nonlinear RNNS

    lindermanlab/elk's past year of commit activity
    Jupyter Notebook 33 BSD-3-Clause 1 0 0 Updated Jun 28, 2026
  • sing Public

    SING: SDE Inference via Natural Gradients

    lindermanlab/sing's past year of commit activity
    Python 41 MIT 5 0 0 Updated May 5, 2026
  • 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 10 MIT 2 0 0 Updated Apr 3, 2026
  • LL_dissertation_template Public

    Template for PhD Dissertations at Stanford University. Adapted from classicthesis by Andre Miede

    lindermanlab/LL_dissertation_template's past year of commit activity
    TeX 0 GPL-2.0 0 0 0 Updated Mar 18, 2026
  • 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 7 MIT 2 0 0 Updated Mar 6, 2026
View all repositories

Most used topics

Loading…