16 results found Sort:

state-spaces
s4 state-spaces
277
2.2k
apache-2.0
50
Structured state space sequence models
pytorch sequence-models state-space-models
Created 2021-11-03
113 commits to main branch, last one 4 months ago
raminmh
liquid_time_constant_networks raminmh
251
1.3k
apache-2.0
66
Code Repository for Liquid Time-Constant Networks (LTCs)
time-series deep-learning sequence-modeling state-space-models liquid-neural-networks recurrent-neural-networks
Created 2020-05-20
15 commits to master branch, last one 10 months ago
probml
dynamax probml
70
633
mit
24
State Space Models library in JAX
jax python kalman-filter state-space-models hidden-markov-models
Created 2022-04-11
1,473 commits to main branch, last one 2 days ago
LAMPSPUC
StateSpaceModels.jl LAMPSPUC
26
267
mit
9
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
sarima statistics forecasting time-series econometrics kalman-filter julia-language state-space-models time-series-analysis exponential-smoothing unobserved-components
Created 2018-01-15
560 commits to master branch, last one 7 months ago
raminmh
liquid-s4 raminmh
47
267
apache-2.0
15
Liquid Structural State-Space Models
time-series deep-learning neural-networks sequence-modeling state-space-models liquid-neural-networks recurrent-neural-networks
Created 2022-05-11
81 commits to main branch, last one about a year ago
AaltoML
BayesNewton AaltoML
27
215
apache-2.0
11
Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.
jax markov-gps sparse-gps machine-learning signal-processing gaussian-processes state-space-models approximate-bayesian-inference
Created 2021-03-19
119 commits to main branch, last one 6 months ago
AvivBick
awesome-ssm-ml AvivBick
15
174
mit
11
Reading list for research topics in state-space models
mamba state-space-models
Created 2023-12-24
96 commits to main branch, last one 28 days ago
nickpoison
tsa4 nickpoison
65
153
unknown
9
R code for Time Series Analysis and Its Applications, Ed 4
r astsa time-domain data-science em-algorithm missing-data data-analysis kalman-filter frequency-domain state-space-models time-series-analysis
Created 2016-12-01
171 commits to master branch, last one 7 days ago
biaslab
ForneyLab.jl biaslab
35
148
mit
15
Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
factor-graph bayesian-methods machine-learning state-space-models probabilistic-programming probabilistic-graphical-models
Created 2018-06-27
2,275 commits to master branch, last one about a year ago
nickpoison
astsa nickpoison
48
120
gpl-3.0
12
R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R
r astsa package data-science em-algorithm missing-data data-analysis dna-sequences kalman-filter state-space-models time-series-analysis
Created 2016-11-25
1,700 commits to master branch, last one 13 days ago
AaltoML
kalman-jax AaltoML
13
94
apache-2.0
11
Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX
kalman-smoother machine-learning signal-processing gaussian-processes state-space-models approximate-bayesian-inference
Created 2020-04-03
306 commits to master branch, last one 2 years ago
uzh-rpg
ssms_event_cameras uzh-rpg
6
90
unknown
14
Official PyTorch implementation of the CVPR 2024 paper: State Space Models for Event Cameras (Spotlight).
rnn ssm rnns ssms spotlight rnn-pytorch transformer event-camera neuromorphic transformers deep-learning event-cameras machine-learning state-space-model state-space-models vision-transformer deep-neural-networks recurrent-neural-networks state-space-representation machine-learning-algorithms
Created 2024-04-05
17 commits to master branch, last one a day ago
FRBNY-DSGE
StateSpaceRoutines.jl FRBNY-DSGE
36
86
bsd-3-clause
13
Package implementing common state-space routines.
filters smoother kalman-filter kalman-smoother state-space-models tempered-particle-filtering
Created 2017-02-06
488 commits to main branch, last one 2 years ago
atsa-es
MARSS atsa-es
29
51
gpl-3.0
7
Multivariate Autoregressive State-Space Modeling with R
cran r-package statistics time-series state-space-models multivariate-timeseries
Created 2017-03-28
1,520 commits to master branch, last one 4 months ago
chandar-lab
Recall2Imagine chandar-lab
4
44
mit
7
Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024
s4 s5 s6 ssm mamba deep-rl dreamer iclr2024 world-models parallel-scan model-based-rl parallel-scanning state-space-models reinforcement-learning deep-reinforcement-learning model-based-reinforcement-learning
Created 2024-03-25
2 commits to main branch, last one 24 days ago
kaanakan
stretchbev kaanakan
2
40
mit
2
Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"
vae pytorch eccv2022 stochastic segmentation deep-learning future-prediction generative-models autonomous-driving state-space-models autonomous-vehicles instance-segmentation latent-variable-models
Created 2022-07-19
5 commits to master branch, last one about a year ago