state-space-model topic

List state-space-model repositories

SDD-GP-MPC

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

torch-neural-ssm

23
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7
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Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting

leap

32
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6
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LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.

mamba-notes

122
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7
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Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)

PointMamba

278
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17
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PointMamba: A Simple State Space Model for Point Cloud Analysis

zigma

180
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7
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A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model"

Awesome_Mamba

107
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7
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A Comprehensive Survey of Mamba in Deep Learning

ssms_event_cameras

24
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2
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Official PyTorch implementation of the CVPR 2024 paper: State Space Models for Event Cameras.

MambaCD

229
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7
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ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

ssamba

28
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1
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An official implementation for SSAMBA: Self-Supervised Audio Mamba