state-space-models
There are 48 repositories under state-space-models topic.
state-spaces/s4
Structured state space sequence models
raminmh/liquid_time_constant_networks
Code Repository for Liquid Time-Constant Networks (LTCs)
probml/dynamax
State Space Models library in JAX
LAMPSPUC/StateSpaceModels.jl
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
raminmh/liquid-s4
Liquid Structural State-Space Models
AaltoML/BayesNewton
Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
nickpoison/tsa4
R code for Time Series Analysis and Its Applications, Ed 4
biaslab/ForneyLab.jl
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
nickpoison/astsa
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
AaltoML/kalman-jax
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
FRBNY-DSGE/StateSpaceRoutines.jl
Package implementing common state-space routines.
uzh-rpg/ssms_event_cameras
Official PyTorch implementation of the CVPR 2024 paper: State Space Models for Event Cameras (Spotlight).
atsa-es/MARSS
Multivariate Autoregressive State-Space Modeling with R
chandar-lab/Recall2Imagine
Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024
kaanakan/stretchbev
Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"
ianjonsen/aniMotum
fit latent variable movement models to animal tracking data
vgthengane/Awesome-Mamba-in-Vision
List of papers related to State Space Models (Mamba) in Vision.
HITESHLPATEL/Mamba-Papers
Awesome Mamba Papers: A Curated Collection of Research Papers , Tutorials & Blogs
AdrienCorenflos/particle_mala
Gradient-informed particle MCMC methods
VectorInstitute/odyssey
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
gionikola/DynamicFactorModeling.jl
Julia package for simulating and estimating multi-level/hierarchical dynamic factor models (HDFMs).
silvanmelchior/CBF-SSM
Official implementation of the CBF-SSM model
hanyas/second-order-smoothers
Second-order iterated smoothing algorithms for state estimation
hanyas/wasserstein-flow-filter
Variational Filtering via Wasserstein Gradient Flow
B-Paweekorn/Reaction-wheel-inverted-pendulum
Simulates the dynamics of a Reaction Wheel Inverted Pendulum with python.
qntwrsm/StateSpace.jl
Provides methods for a linear Gaussian State Space model such as filtering (Kalman filter), smoothing (Kalman smoother), forecasting, likelihood evaluation, and estimation of hyperparameters (Maximum Likelihood, Expectation-Maximization (EM), and Expectation-Conditional Maximization (ECM), w/ and w/o penalization)
DiffEqML/deep-signal-processing
Accompanying notebook guides for the deep signal processing notes [TBA].
icmoore/ssmodels
[R Programming] R package for state space models
njkrichardson/saddlecity
A Python package to demonstrate ideas from nonlinear dynamical systems toward game theory, neural network models of associative memory, and nonlinear state space models.
yukai-yang/SMFilter
an R package implementing the filtering algorithms for the state-space models on the Stiefel manifold
burkh4rt/Multimodal-Trajectory-Modeling
Code supplement for "Unsupervised multimodal modeling of cognitive and brain health trajectories for early dementia prediction"
elmarmertens/em-fortranbox
elmar mertens fortran toolboxes
jonny-so/slds-jax
Switching linear dynamical systems (SLDS) models in JAX
k41m4n/SSM
This repository provides code in R reproducing examples of the states space models presented in book "An Introduction to State Space Time Series Analysis" by J.J.F. Commandeur and S.J. Koopman.
oliviergimenez/marss_jags
Fit multivariate state-space autoregressive models in Jags
adrian-io/sarimax-conflict-forecast
Development of An Automated Conflict Prediction System by State Space ARIMA Methods