GitHub topics: state-space-model

Repositories

xiaojieli0903/Mamba-FSCIL

Official repository of ”Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning"

Language: Python - Size: 2.6 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 33 - Forks: 1

Event-AHU/Medical_Image_Analysis

Foundation models based medical image analysis

Language: Python - Size: 28.3 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 126 - Forks: 3

cocoalex00/Mamba2D

Official PyTorch Implementation of Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision Tasks

Language: Python - Size: 4.34 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 3 - Forks: 1

kingaa/circumstance

a helper package for pomp

Language: R - Size: 2.12 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

TsingyuanChou/3DMambaIPF

[AAAI25] 3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering

Language: Python - Size: 121 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 4 - Forks: 0

jxiw/MambaInLlama

[NeurIPS 2024] Official Repository of The Mamba in the Llama: Distilling and Accelerating Hybrid Models

Language: Python - Size: 18.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 212 - Forks: 18

Mamba4Cast, a zero-shot time series forecasting model, achieves competitive performance and faster inference than transformer-based models by leveraging Mamba architecture and synthetic training data to generalize robustly without fine-tuning.

Language: Jupyter Notebook - Size: 3.27 MB - Last synced at: about 10 hours ago - Pushed at: 6 months ago - Stars: 22 - Forks: 3

PAN083/MambaSCI

[NeurIPS 2024] MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging

Language: Python - Size: 355 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 13 - Forks: 0

edwardlavender/patter-workshops

Learning resources for users of the `patter` R package

Language: R - Size: 42.8 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

CompVis/zigma

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

Language: Python - Size: 30.8 MB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 303 - Forks: 21

YUJIAJING0408/DenoisingMamba

Denoising Mamba

Language: Python - Size: 80.1 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

mebrooks/growmod

An R package for fitting state-space models to repeated measures of multiple individuals with covariates

Language: R - Size: 2.83 MB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

ComputationalPsychiatry/pyhgf

PyHGF: A neural network library for predictive coding

Language: Python - Size: 903 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 68 - Forks: 21

proger/accelerated-scan

Accelerated First Order Parallel Associative Scan

Language: Python - Size: 1000 KB - Last synced at: 10 days ago - Pushed at: 8 months ago - Stars: 180 - Forks: 8

SiavashShams/ssamba

[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

Language: Python - Size: 1.88 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 119 - Forks: 9

EdisonLeeeee/GraphSSM

[NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study

Language: Python - Size: 46.8 MB - Last synced at: 19 days ago - Pushed at: 4 months ago - Stars: 14 - Forks: 0

jeksterslab/simStateSpace

Provides a streamlined and user-friendly framework for simulating data in state space models, particularly when the number of subjects/units (n) exceeds one, a scenario commonly encountered in social and behavioral sciences. For an introduction to state space models in social and behavioral sciences, refer to Chow, Ho, Hamaker, and Dolan (2010).

Language: TeX - Size: 741 MB - Last synced at: 10 days ago - Pushed at: 24 days ago - Stars: 1 - Forks: 0

uzh-rpg/ssms_event_cameras

[CVPR'24 Spotlight] The official implementation of "State Space Models for Event Cameras"

Language: Python - Size: 591 KB - Last synced at: 22 days ago - Pushed at: 7 months ago - Stars: 101 - Forks: 11

Alro10/MOESP-and-N4SID

Subspace methods for MIMO system identification

Language: MATLAB - Size: 304 KB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 63 - Forks: 11

rbitr/llm.f90

LLM inference in Fortran

Language: Fortran - Size: 1.65 MB - Last synced at: 2 days ago - Pushed at: 11 months ago - Stars: 57 - Forks: 4

VITA-Group/SSM-Bottleneck

[ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yuehao Wang, Jiajun Zhu, Pragya Srivastava, Zhangyang Wang, Pan Li

Language: Python - Size: 131 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 0

mims-harvard/Phyla

Phyla: Towards a Foundation Model for Phylogenetic Inference

Language: Python - Size: 15.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 1

automl/unlocking_state_tracking

Expanding linear RNN state-transition matrix eigenvalues to include negatives improves state-tracking tasks and language modeling without added training or inference costs.

Language: Python - Size: 6.48 MB - Last synced at: about 10 hours ago - Pushed at: about 1 month ago - Stars: 14 - Forks: 1

Eric-Bradford/SDD-GP-MPC

This repository contains the source code for "Stochastic data-driven model predictive control using Gaussian processes" (SDD-GP-MPC).

Language: Python - Size: 18.4 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 6

antcalcagni/ssMousetrack

Bayesian State-Space Modeling of Mouse-Tracking Experiments via Stan

Language: R - Size: 93.8 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

rdesarz/control-sys-rs

A Control System library implemented in Rust. Allows to design and analyze control systems.

Language: Rust - Size: 32.2 KB - Last synced at: 24 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

Eden-Kramer-Lab/replay_trajectory_classification

State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data

Language: Jupyter Notebook - Size: 90.5 MB - Last synced at: 9 days ago - Pushed at: 7 months ago - Stars: 48 - Forks: 16

LMD0311/PointMamba

[NeurIPS 2024] PointMamba: A Simple State Space Model for Point Cloud Analysis

Language: Python - Size: 3.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 398 - Forks: 27

zizheng-guo/ME-TST

[ICASSP 2025] ME-TST

Language: Python - Size: 947 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 1

hkproj/mamba-notes

Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)

Size: 5.25 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 161 - Forks: 12

ndmarco/NeuralComp

An R package for testing and analyzing rate fluctuations of multiplexing neurons under a Bayesian paradigm

Language: C++ - Size: 4.28 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

AlishKanani/MFIT

Source code for Multifidielity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures

Language: Python - Size: 182 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 0

jeksterslab/bootStateSpace

Provides a streamlined and user-friendly framework for bootstrapping in state space models, particularly when the number of subjects/units (n) exceeds one, a scenario commonly encountered in social and behavioral sciences. For an introduction to state space models in social and behavioral sciences, refer tto Chow, Ho, Hamaker, and Dolan (2010).

Language: TeX - Size: 6.71 MB - Last synced at: about 3 hours ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

xmindflow/Awesome_Mamba

Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

Size: 133 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 213 - Forks: 14

Event-AHU/Mamba_FETrack

[PRCV-2024] State Space Model based Frame-Event Tracking

Language: Python - Size: 3.72 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 33 - Forks: 1

Vadimbuildercxx/mamba_fast_simple

Minimal and efficient JAX implementation of the Mamba State Space Model in JAX/Flax. Inspired by 'Mamba: Linear-Time Sequence Modeling with Selective State Spaces,' this repo provides fast, scalable, and well-documented state-of-the-art sequence modeling tools.

Language: Python - Size: 10.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

qu-gg/torch-neural-ssm

Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting

Language: Python - Size: 323 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 38 - Forks: 8

kaistmm/Audio-Mamba-AuM

Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"

Language: Python - Size: 10.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 108 - Forks: 13

robinovitch61/hotstuff

theleo.zone/thermal-model source code (formerly thermalmodel.com)

Language: TypeScript - Size: 24.5 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 3

Event-AHU/MambaEVT

Event stream based visual object tracking using Mamba/State Space Model

Language: Python - Size: 32.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 23 - Forks: 2

EEA-sensors/parallel-non-linear-gaussian-smoothers

Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: 5 months ago - Pushed at: 8 months ago - Stars: 25 - Forks: 2

edwardlavender/patter-trout Fork of mfutia/model_comparison

A fork of Futia et al. (2024), extended with the patter algorithms

Language: R - Size: 53.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

DiegoFloresWenHao/Mamba_for_Star-Galaxy_Classification

Use of Mamba for Star-Galaxy Classification

Language: Python - Size: 46.9 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

emavit/ControlEngineeringLaboratory

Exam of Control Engineering Laboratory from Prof. Ticozzi (A.A. 2022/2023).

Language: MATLAB - Size: 562 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ruivieira/python-ssm

Python state-space models

Language: Python - Size: 4.96 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

aron0093/cy2path

Factorial latent dynamic models trained on Markovian simulations of biological processes using single cell RNA sequencing data.

Language: Python - Size: 184 KB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

eliot-des/Symbolic-Spice

A symbolic solver for linear electronic circuits.

Language: Jupyter Notebook - Size: 810 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

gbrlfaria/long_range_models

Simple implementations of long-range sequence models (LRU, S5, S4, and more).

Language: Python - Size: 40 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

clear-nus/NCDSSM

PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series".

Language: Python - Size: 296 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 3

sob-ANN/Projects

Project Portfolio

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

AntoineG92/Hidden-Markov-models_electricity_forecast Fork of zakaryaxali/smc_electricity_forecast

Projet ENSAE - Modèles à chaîne de Markov cachée et méthodes de Monte Carlo séquentielles - Antoine Grelety, Samir Tanfous, Zakarya Ali

Language: Jupyter Notebook - Size: 86.4 MB - Last synced at: 10 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

burkh4rt/Unsupervised-Multimodal-Trajectory-Modeling

We use EM for a mixture of state space models to perform unsupervised clustering of short trajectories.

Language: Python - Size: 668 KB - Last synced at: 10 days ago - Pushed at: 11 months ago - Stars: 2 - Forks: 1

snejens/arbfree_dynamic_nelson_siegel

Arbitrage-free Dynamic Generalized Nelson-Siegel model of interest rates following Christensen, Diebold and Rudebusch; and its estimation using the Kalman filter / maximum likelihood.

Language: Python - Size: 925 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

afairless/kalman_filter

Translating between two sets of notation for Kalman filters

Language: HTML - Size: 319 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Eden-Kramer-Lab/replay_classification

State space models for categorization of replay content from multiunit spiking activity. Deng et al. 2016

Language: Python - Size: 134 MB - Last synced at: 6 days ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 6

catniplab/vjf

Variational Joint Filtering

Language: Python - Size: 40.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 8 - Forks: 2

KurtButler/2023-CCM-paper

Reproducible code for our paper, "On Causal Discovery with Convergent Cross Mapping"

Language: MATLAB - Size: 1.63 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

AnyLeoPeace/state_space

Improve the Attentive State-Space Model by transformer

Language: Python - Size: 243 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0

koayon/statecraft

Statecraft - Load, store and remix states for SSMs, Mamba and Stateful models

Language: Python - Size: 945 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Yuttttian/Forecasting

deal with time-series data to do forecasting using analytics techniques

Size: 113 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

group9ine/switching-lds

MCMC inference on Switching Linear Dynamical Systems, using Stan and JAGS

Language: Stan - Size: 155 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

qu-gg/causal-effect-neural-ssm

Repository for the 2022 MLMI work, "Neural State-Space Modeling with Latent Causal-Effect Disentanglement."

Language: Python - Size: 66.7 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

gustavocidornelas/sound-source-localization

Sound source localization by locally fitting autonomous state space models (LSSMs)

Language: Python - Size: 12 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

roaked/redbull-drone-computer-vision

modeling system dynamics incl. actuators and continuous / discrete controller designs in MATLAB Simulink integrated computer vision using segmentation

Language: MATLAB - Size: 466 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

sarapv/Lorenz-models

Collection of different state-space models I have implemented for different numerical experiments.

Language: Python - Size: 27.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Shardy2907/State-Space-Control-of-Ball-on-Beam-System

This repository contains the model and control of a mechanical system.

Size: 3.73 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

sarapv/Perez-Vieites2018_NestedHybridFilter

Code for the nested hybrid filters (NHFs), including four different implementations using sequential Monte Carlo (SMC), sequential quasi-Monte Carlo (SQMC), extended Kalman filters (EKFs) and ensemble Kalman filters (EnKFs). I have also included the implementation of the nested particle filter (NPF) and the two-stage filter to compare performance.

Language: MATLAB - Size: 123 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

Vitorbnc/VVERSimulator

A Simulator for the Primary Circuit of the VVER-440/V213 Pressurized Water Reactor

Language: C++ - Size: 14.7 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 4

jabbamodel/JABBA-Select

Repository for JABBA-Select

Language: HTML - Size: 90.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

ddegras/switch-ssm

Markov-Switching State-Space Models

Language: MATLAB - Size: 1.22 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 8

jmgc/spcontrol

Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

gosuddin/machine-learning-for-finance

ML Coursework focused on solving Computational Finance and Risk Assessment models

Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 9

XinyuanLiao/Electric-vehicle-heat-dissipation-control

基于神经动力学模型的深度强化学习用来控制商用电动车的整车散热系统，实现“三电系统”的高效散热

Language: Python - Size: 2.36 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ChunjingXiao/DiffAD

Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models

Language: Python - Size: 88.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 2

Tayco110/Sistemas-de-Controle

Análise de sistemas de controle modelados em Python realizado como forma de avaliação para a disciplina de Sistemas de Controle 2

Language: Jupyter Notebook - Size: 6.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

weirayao/leap

LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.

Language: Jupyter Notebook - Size: 82.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 4

atsa-es/marssTMB

Companion package for MARSS that allows you to use TMB to fit MARSS models

Language: HTML - Size: 33.9 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

miplatas/lab-control-fime

Controladores y observadores de circuito RC-RC en plataforma Arduino

Language: C++ - Size: 62.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

yang-su2000/State-Space-Interpretability

Investigation of state space model interpretability using SHAP (SHapley Additive exPlanations), credit to lydhr and LancasterCT

Language: Jupyter Notebook - Size: 24.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

compops/pmh-tutorial

Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"

Language: R - Size: 1.81 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 24 - Forks: 10

sarapv/Perez-Vieites2021_NestedGaussianFilter

TBD. Code for the nested Gaussian filters (NGFs), in particular, an implementation of an unscented Kalman filter (UKF) combined with a bank of extended Kalman filters (EKFs). Other algorithms are implemented to compare performance.

Language: MATLAB - Size: 28.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Paul-Haimerl/Regime-SW-UC-COVID-19

Modeling the COVID-19 Infection Rates by Regime Switching Unobserved Components Models

Language: R - Size: 30.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

simsurace/StochasticFilters.jl

A Julia package that provides high-level abstractions for simulating and deploying stochastic filters

Language: Julia - Size: 21.5 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

junhaobearxiong/Counterfactual-Prediction

State space model + data pipeline to generate counterfactual time series trajectories on multiple clinical signals, used to evaluate the utility of counterfactual features in sepsis prediction

Language: Jupyter Notebook - Size: 90.4 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 7 - Forks: 2

1ucky40nc3/feed_h3

Feed Hungry Hungry Hippos (H3) - Do Languange Modeling with a 🦛 (unofficial)

Language: Python - Size: 62.5 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

gkhimesboor/HimesBoor_etal_2022_MEE

Himes Boor, G.K., T.L. McGuire, A.J. Warlick, R.L. Taylor, S.J. Converse, J.R. McClung, A.D. Stephens. 2022. Estimating reproductive rates and juvenile survival when offspring ages are uncertain: a novel multievent mark-recapture model applied to an endangered beluga whale population. Methods in Ecology and Evolution

Language: R - Size: 882 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0