Projects in Awesome Lists tagged with state-space-models
A curated list of projects in awesome lists tagged with state-space-models .
https://github.com/state-spaces/s4
Structured state space sequence models
pytorch sequence-models state-space-models
Last synced: 15 May 2025
https://github.com/raminmh/liquid_time_constant_networks
Code Repository for Liquid Time-Constant Networks (LTCs)
deep-learning liquid-neural-networks recurrent-neural-networks sequence-modeling state-space-models time-series
Last synced: 15 May 2025
https://github.com/probml/dynamax
A Python package for probabilistic state space modeling with JAX
hidden-markov-models jax kalman-filter python state-space-models
Last synced: 14 May 2025
https://github.com/raminmh/liquid-s4
Liquid Structural State-Space Models
deep-learning liquid-neural-networks neural-networks recurrent-neural-networks sequence-modeling state-space-models time-series
Last synced: 05 Apr 2025
https://github.com/lampspuc/statespacemodels.jl
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components
Last synced: 15 May 2025
https://github.com/LAMPSPUC/StateSpaceModels.jl
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
econometrics exponential-smoothing forecasting julia-language kalman-filter sarima state-space-models statistics time-series time-series-analysis unobserved-components
Last synced: 04 May 2025
https://github.com/biaslab/forneylab.jl
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
bayesian-methods factor-graph machine-learning probabilistic-graphical-models probabilistic-programming state-space-models
Last synced: 18 Feb 2025
https://github.com/uzh-rpg/ssms_event_cameras
[CVPR'24 Spotlight] The official implementation of "State Space Models for Event Cameras"
deep-learning deep-neural-networks event-camera event-cameras machine-learning machine-learning-algorithms neuromorphic recurrent-neural-networks rnn rnn-pytorch rnns spotlight ssm ssms state-space-model state-space-models state-space-representation transformer transformers vision-transformer
Last synced: 30 Apr 2025
https://github.com/FRBNY-DSGE/StateSpaceRoutines.jl
Package implementing common state-space routines.
filters kalman-filter kalman-smoother smoother state-space-models tempered-particle-filtering
Last synced: 04 May 2025
https://github.com/kaanakan/stretchbev
Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"
autonomous-driving autonomous-vehicles deep-learning eccv2022 future-prediction generative-models instance-segmentation latent-variable-models pytorch segmentation state-space-models stochastic vae
Last synced: 20 Mar 2025
https://github.com/borgwardtlab/neuralwalker
Official Pytorch implementation of NeuralWalker
graph-neural-networks graph-representation-learning graph-transformer random-walk state-space-models
Last synced: 14 Apr 2025
https://github.com/icon-lab/mambaroll
Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)
autoregressive deep-learning deep-neural-networks image-reconstruction mamba medical-imaging next-scale-prediction python pytorch sequence-models state-space-models unrolled-reconstruction-algorithm
Last synced: 06 Apr 2025
https://github.com/silvanmelchior/cbf-ssm
Official implementation of the CBF-SSM model
gaussian-processes machine-learning state-space-models variational-inference
Last synced: 23 Jan 2025
https://github.com/diffeqml/deep-signal-processing
Accompanying notebook guides for the deep signal processing notes [TBA].
convolution deep-learning fourier-transform frequency-domain long-sequence signal-processing state-space-models transfer-functions
Last synced: 08 May 2025
https://github.com/weitunglin/pixmamba
Official code for PixMamba
state-space-models underwater-image-enhancement
Last synced: 05 Mar 2025
https://github.com/kmheckel/q-s5
A Fully Quantized SSM Implementation
ai ml quantization state-space-models
Last synced: 11 Apr 2025
https://github.com/beliavsky/timeseriesanalysisbooks
List of books on time series analysis, with links to code where available
cointegration econometrics finance financial-time-series garch hidden-markov-models multivariate-time-series nonlinear-time-series r r-packages state-space-models stochastic-volatility time-series-analysis
Last synced: 06 Apr 2025
https://github.com/brandonwillard/particlebayes
Bayesian Particle Learning models in R
bayesian particle-filters real-time-processing state-space-models time-series
Last synced: 02 Mar 2025
https://github.com/deepbiolab/mamba-in-depth
A comprehensive learning guide for understanding S4 (Structured State Space Sequence Model) and Mamba architectures, from fundamentals through implementation, with curated resources and hands-on examples.
learning-resources mamba state-space-models
Last synced: 14 Apr 2025
https://github.com/wmkouw/gfx
ForneyLab.jl factor node for generalised filtering with exogenous input.
factor-graphs message-passing state-space-models
Last synced: 04 Apr 2025
