Pinned Repositories
hackathons
Jupyter notebooks from our weekly (or so) hackathons
NeymanScottProcesses.jl
Fast samplers for Neyman-Scott processes.
nm-rnn
Work in progress...
PPSeq.jl
Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains
S5
sixo
ssm
Bayesian learning and inference for state space models
ssm-jax
Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
SVAE-Revisited
warhmm
Linderman Lab's Repositories
lindermanlab/ssm
Bayesian learning and inference for state space models
lindermanlab/S5
lindermanlab/PPSeq.jl
Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains
lindermanlab/ssm-jax
Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend
lindermanlab/hackathons
Jupyter notebooks from our weekly (or so) hackathons
lindermanlab/warhmm
lindermanlab/NeymanScottProcesses.jl
Fast samplers for Neyman-Scott processes.
lindermanlab/SVAE-Revisited
lindermanlab/sixo
lindermanlab/nm-rnn
Work in progress...
lindermanlab/gpslds
Project repo for gpSLDS
lindermanlab/ppseq-pytorch
A PyTorch implementation of the PPSeq model with EM fitting and GPU acceleration.
lindermanlab/dirichlet-tucker
Tucker decompositions with normalization constraints
lindermanlab/dynamax-slds
State Space Models library in JAX
lindermanlab/forward
Port Forwarding Utility (Linderman Lab edition)
lindermanlab/fos
Semi-NMF for Fos data
lindermanlab/jxf
Exponential family distributions with TensorFlow probability and JAX
lindermanlab/logo
Lab Logo
lindermanlab/salt
Code accompanying "Switching Autoregressive Low-Rank Tensor Models", Lee et al., NeurIPS, 2023.
lindermanlab/ssm-docs
Docs for SSM