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The Top 23 State Space Model Open Source Projects

Open source projects categorized as State Space Model
Categories > State Space Model
S4 ⭐ 2,076
Structured state space sequence models
most recent commit 3 months ago
Liquid_time_constant_networks ⭐ 964
Code Repository for Liquid Time-Constant Networks (LTCs)
most recent commit 10 months ago
Dynamax ⭐ 540
State Space Models library in JAX
dependent packages 1total releases 8most recent commit 5 months agopypi dynamax} Downloads
Statespacemodels.jl ⭐ 249
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
most recent commit 8 months ago
Bayesnewton ⭐ 196
Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
total releases 9most recent commit 6 months ago
Forneylab.jl ⭐ 134
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
most recent commit a year ago
Tsa4 ⭐ 115
R code for Time Series Analysis and Its Applications, Ed 4
most recent commit a year ago
Astsa ⭐ 112
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
dependent packages 9total releases 18most recent commit 6 months ago
Liquid S4 ⭐ 110
Liquid Structural State-Space Models
most recent commit a year ago
Statespaceroutines.jl ⭐ 81
Package implementing common state-space routines.
most recent commit 9 months ago
Kalman Jax ⭐ 77
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
most recent commit 3 years ago
Marss ⭐ 47
Multivariate Autoregressive State-Space Modeling with R
dependent packages 4total releases 25most recent commit 7 months ago
Accelerated Scan ⭐ 44
Accelerated First Order Parallel Associative Scan
most recent commit 5 months ago
Replay_trajectory_classification ⭐ 36
State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
dependent packages 3total releases 124most recent commit 8 months agopypi replay-trajectory-classification} Downloads
Animotum ⭐ 31
fit latent variable movement models to animal tracking data
total releases 8most recent commit 6 months ago
Llm.f90 ⭐ 30
LLM inference in Fortran
most recent commit 5 months ago
Pyhgf ⭐ 27
PyHGF: A graph neural network library for predictive coding
most recent commit 6 months ago
Pmh Tutorial ⭐ 15
Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"
most recent commit 5 years ago
Torch Neural Ssm ⭐ 14
Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting
most recent commit 7 months ago
Leap ⭐ 13
LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.
most recent commit 2 years ago
Parallel Non Linear Gaussian Smoothers ⭐ 13
Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.
most recent commit 2 years ago
Diffad ⭐ 13
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models
most recent commit 10 months ago
Stretchbev ⭐ 13
Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"
most recent commit 2 years ago
The 4 Most Depended On State Space Model Open Source Projects
Astsa ⭐ 112
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
dependent packages 9total releases 18latest release January 09, 2023most recent commit 6 months ago
Marss ⭐ 47
Multivariate Autoregressive State-Space Modeling with R
dependent packages 4total releases 25latest release May 20, 2023most recent commit 7 months ago
Dynamax ⭐ 540
State Space Models library in JAX
dependent packages 1total releases 8latest release August 14, 2023most recent commit 5 months agopypi dynamax} Downloads
The 7 Latest Releases In State Space Model Open Source Projects
Dynamax ⭐ 540
State Space Models library in JAX
dependent packages 1total releases 8latest release August 14, 2023most recent commit 5 months agopypi dynamax} Downloads
Marss ⭐ 47
Multivariate Autoregressive State-Space Modeling with R
dependent packages 4total releases 25latest release May 20, 2023most recent commit 7 months ago
Astsa ⭐ 112
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
dependent packages 9total releases 18latest release January 09, 2023most recent commit 6 months ago
Hotstuff ⭐ 12
theleo.zone/thermal-model source code (formerly thermalmodel.com)
total releases 37latest release March 25, 2022most recent commit 6 months ago
Animotum ⭐ 31
fit latent variable movement models to animal tracking data
total releases 8latest release April 26, 2021most recent commit 6 months ago
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