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    23 repositories

    • dirichlet-tucker

      Public
      Tucker decompositions with normalization constraints
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Jan 23, 2025Jan 23, 2025

    • elk

      Public
      Scalable and Stable Parallelization of Nonlinear RNNS
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•10•0•0•Updated Jan 15, 2025Jan 15, 2025

    • S5

      Public
      Python
      •
      MIT License
      •49•277•0•0•Updated Jan 8, 2025Jan 8, 2025

    • gpslds

      Public
      Project repo for gpSLDS
      Jupyter Notebook
      •1•5•0•0•Updated Jan 3, 2025Jan 3, 2025

    • hackathons

      Public
      Jupyter notebooks from our weekly (or so) hackathons
      Jupyter Notebook
      •4•11•0•0•Updated Dec 3, 2024Dec 3, 2024

    • elk-torch

      Public
      Parallelizing nonlinear dynamics--in PyTorch
      Python
      •
      MIT License
      •0•1•0•0•Updated Dec 2, 2024Dec 2, 2024

    • elk-dev

      Public
      Scalable and Stable Parallelization of Nonlinear RNNS
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•0•0•0•Updated Nov 26, 2024Nov 26, 2024

    • nm-rnn

      Public
      Work in progress...
      Jupyter Notebook
      •1•3•0•0•Updated Oct 23, 2024Oct 23, 2024

    • forward

      Public
      Port Forwarding Utility (Linderman Lab edition)
      Shell
      •
      MIT License
      •27•1•0•0•Updated Oct 18, 2024Oct 18, 2024

    • salt

      Public
      Code accompanying "Switching Autoregressive Low-Rank Tensor Models", Lee et al., NeurIPS, 2023.
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Sep 30, 2024Sep 30, 2024

    • ppseq-pytorch

      Public
      A PyTorch implementation of the PPSeq model with EM fitting and GPU acceleration.
      Jupyter Notebook
      •0•3•0•0•Updated Sep 15, 2024Sep 15, 2024

    • dynamax-slds

      Public
      State Space Models library in JAX
      Jupyter Notebook
      •
      MIT License
      •84•1•0•1•Updated Sep 14, 2024Sep 14, 2024

    • ssm

      Public
      Bayesian learning and inference for state space models
      Jupyter Notebook
      •
      MIT License
      •205•593•27•1•Updated Aug 14, 2024Aug 14, 2024

    • fos

      Public
      Semi-NMF for Fos data
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Jul 9, 2024Jul 9, 2024

    • ssm-jax

      Public
      Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
      Jupyter Notebook
      •
      MIT License
      •7•58•14•4•Updated Jun 17, 2024Jun 17, 2024

    • SVAE-Revisited

      Public
      Python
      •
      MIT License
      •1•9•0•0•Updated Jan 12, 2024Jan 12, 2024

    • NeymanScottProcesses.jl

      Public
      Fast samplers for Neyman-Scott processes.
      Jupyter Notebook
      •
      MIT License
      •0•9•1•1•Updated Nov 28, 2023Nov 28, 2023

    • PPSeq.jl

      Public
      Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains
      Julia
      •
      MIT License
      •15•63•0•1•Updated Jul 18, 2023Jul 18, 2023

    • warhmm

      Public
      Python
      •
      MIT License
      •2•12•0•0•Updated Feb 27, 2023Feb 27, 2023

    • sixo

      Public
      Python
      •
      MIT License
      •0•4•0•0•Updated Nov 19, 2022Nov 19, 2022

    • ssm-docs

      Public
      Docs for SSM
      Jupyter Notebook
      •0•1•0•0•Updated Oct 4, 2022Oct 4, 2022

    • jxf

      Public
      Exponential family distributions with TensorFlow probability and JAX
      Python
      •0•1•0•0•Updated Apr 19, 2021Apr 19, 2021

    • logo

      Public
      Lab Logo
      Python
      •1•1•0•0•Updated Nov 14, 2020Nov 14, 2020