state-space-model topic

List state-space-model repositories

replay_trajectory_classification

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State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data

MOESP-and-N4SID

48
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11
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Subspace methods for MIMO system identification

Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.

pyhgf

38
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7
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PyHGF: A neural network library for predictive coding

pmh-tutorial

25
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11
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Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"

DiffAD

62
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9
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Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, KDD 2023

NCDSSM

21
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1
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PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series".

llm.f90

50
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1
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LLM inference in Fortran

VVERSimulator

17
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4
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A Simulator for the Primary Circuit of the VVER-440/V213 Pressurized Water Reactor

accelerated-scan

109
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7
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Accelerated First Order Parallel Associative Scan