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8 search results found

Hilo Mpc ⭐ 92

HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems

Dissertation ⭐ 20

Zheng Zhao's doctoral dissertation from Aalto University

Python library to implement advanced trading strategies using machine learning and perform backtesting.

SIA - C++/Python library for model-based stochastic estimation and optimal control

Nonstationary Audio Gp ⭐ 10

End-to-End Probabilistic Inference for Nonstationary Audio Analysis

Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes

Ssmtoybox ⭐ 7

Nonlinear Sigma-Point Kalman Filters based on Bayesian Quadrature

Efficient Gp Regression Via Kalman Filtering ⭐ 6

Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the temporal part of the space-time process while, standard GP regression is used for the spatial part

Kfestimate.jl ⭐ 5

Julia package for KF and EKF parameter estimation using Automatic Differentiation

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