state-space-model topic

List state-space-model repositories

SDD-GP-MPC

36
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6
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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

32
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7
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Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting

leap

33
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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

128
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8
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Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)

PointMamba

303
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20
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PointMamba: A Simple State Space Model for Point Cloud Analysis

zigma

257
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18
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A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

Awesome_Mamba

150
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11
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Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis

ssms_event_cameras

90
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6
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Official PyTorch implementation of the CVPR 2024 paper: State Space Models for Event Cameras (Spotlight).

MambaCD

323
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13
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[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

ssamba

70
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2
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An official implementation for SSAMBA: Self-Supervised Audio Mamba