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7 search results found

Liquid_time_constant_networks ⭐ 964

Code Repository for Liquid Time-Constant Networks (LTCs)

Dynamax ⭐ 540

State Space Models library in JAX

Bayesnewton ⭐ 196

Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.

Liquid S4 ⭐ 110

Liquid Structural State-Space Models

Replay_trajectory_classification ⭐ 36

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

PyHGF: A graph neural network library for predictive coding

Pmh Tutorial ⭐ 15

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

Torch Neural Ssm ⭐ 14

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

Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models

Stretchbev ⭐ 13

Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"

Sdd Gp Mpc ⭐ 6

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

Timeseries Mock ⭐ 5

A flexible data simulator for Kafka and OpenShift using state-space models

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