24 results found Sort:

state-spaces
s4 state-spaces
299
2.5k
apache-2.0
52
Structured state space sequence models
pytorch sequence-models state-space-models
Created 2021-11-03
113 commits to main branch, last one 10 months ago
raminmh
liquid_time_constant_networks raminmh
292
1.6k
apache-2.0
71
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 about a year ago
probml
dynamax probml
83
711
mit
27
State Space Models library in JAX
jax python kalman-filter state-space-models hidden-markov-models
Created 2022-04-11
1,482 commits to main branch, last one about a month ago
raminmh
liquid-s4 raminmh
55
323
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
LAMPSPUC
StateSpaceModels.jl LAMPSPUC
25
275
mit
11
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
568 commits to master branch, last one 2 months ago
AvivBick
awesome-ssm-ml AvivBick
26
249
mit
13
Reading list for research topics in state-space models
mamba state-space-models
Created 2023-12-24
125 commits to main branch, last one 7 days ago
AaltoML
BayesNewton AaltoML
28
229
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 about a year ago
basf
mamba-tabular basf
9
158
mit
7
Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambul...
ple rnn ssm node tabm mamba resnet tabular regression deeplearning preprocessing classification ft-transformer tabtransformer tabular-learning state-space-models tabular-deep-learning distributional-regression piecewise-linear-encoding
Created 2024-05-03
588 commits to master branch, last one 17 days ago
nickpoison
tsa4 nickpoison
65
158
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
184 commits to master branch, last one about a month ago
biaslab
ForneyLab.jl biaslab
33
150
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
47
123
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
1,759 commits to master branch, last one 19 hours ago
AaltoML
kalman-jax AaltoML
13
98
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 3 years ago
uzh-rpg
ssms_event_cameras uzh-rpg
7
92
unknown
14
[CVPR'24 Spotlight] The official implementation of "State Space Models for Event Cameras"
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
19 commits to master branch, last one 2 months ago
FRBNY-DSGE
StateSpaceRoutines.jl FRBNY-DSGE
33
87
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
TonyHongtaoWu
RainMamba TonyHongtaoWu
7
66
mit
1
[ACM MM'24 Oral] RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
mamba acmmm2024 restoration video-mamba vision-mamba video-deraining low-level-vision video-processing image-restoration video-enhancement video-restoration state-space-models mamba-state-space-models
Created 2024-07-30
38 commits to main branch, last one about a month ago
molML
s4-for-de-novo-drug-design molML
5
58
mit
2
The official codebase of the paper "Chemical language modeling with structured state space sequence models"
s4 chemistry deep-learning smiles-strings cheminformatics state-space-models de-novo-drug-design chemical-language-models
Created 2023-09-21
17 commits to main branch, last one 4 months ago
chandar-lab
Recall2Imagine chandar-lab
5
57
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 6 months ago
atsa-es
MARSS atsa-es
28
52
gpl-3.0
6
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 10 months ago
kaanakan
stretchbev kaanakan
2
42
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 2 years ago
vgthengane
Awesome-Mamba-in-Vision vgthengane
4
39
unlicense
2
List of papers related to State Space Models (Mamba) in Vision.
ssms mamba point-mamba vision-mamba state-space-models selective-state-space-models
Created 2024-03-13
6 commits to master branch, last one 9 months ago
FarnoushRJ
MambaLRP FarnoushRJ
3
33
mit
1
[NeurIPS 2024] Official implementation of the paper "MambaLRP: Explaining Selective State Space Sequence Models".
xai mamba neurips-2024 vision-mamba explainability explainable-ai interpretability machine-learning state-space-models mamba-state-space-models interpretable-machine-learning
Created 2024-05-27
23 commits to main branch, last one about a month ago
nttcslab-sp
mamba-diarization nttcslab-sp
3
27
other
5
Official repository for Mamba-based Segmentation Model for Speaker Diarization
pyannote state-space-models speaker-diarization mamba-state-space-models
Created 2024-10-10
4 commits to master branch, last one 2 months ago
VectorInstitute
odyssey VectorInstitute
11
26
apache-2.0
5
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
mimic-iv healthcare transformers machine-learning foundation-models state-space-models electronic-health-record
Created 2023-12-01
483 commits to main branch, last one 3 days ago
BorgwardtLab
NeuralWalker BorgwardtLab
2
24
bsd-3-clause
3
Official Pytorch implementation of NeuralWalker
random-walk graph-transformer state-space-models graph-neural-networks graph-representation-learning
Created 2024-05-31
25 commits to main branch, last one 6 months ago