state-space-model topic
replay_trajectory_classification
State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data
MOESP-and-N4SID
Subspace methods for MIMO system identification
parallel-non-linear-gaussian-smoothers
Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.
pyhgf
PyHGF: A neural network library for predictive coding
pmh-tutorial
Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"
DiffAD
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models, KDD 2023
NCDSSM
PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series".
VVERSimulator
A Simulator for the Primary Circuit of the VVER-440/V213 Pressurized Water Reactor
accelerated-scan
Accelerated First Order Parallel Associative Scan