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PREDICT Lab at EPFL's Projects

configopt icon configopt

Constrained efficient global optimization toolbox.

effinhover icon effinhover

Betaflight + arduino hovercraft control framework

evanqp icon evanqp

EPFL Verifier for Approximate Neural Networks and QPs

holohover-sysid icon holohover-sysid

This repository provides the code accompanying the paper "On identifying the non-linear dynamics of a hovercraft using an end-to-end deep learning approach"

mocap_optitrack icon mocap_optitrack

ROS nodes for working with the NaturalPoint Optitrack motion capture setup

openkite icon openkite

OpenKITE is a ROS package for simulation, estimation and control of rigid-wing airborne wind energy kites.

pcnn icon pcnn

Physically Consistent Neural Networks

pdcbo icon pdcbo

Primal-dual Contextual Bayesian Optimization

piqp icon piqp

A Proximal Interior Point Quadratic Programming solver

polydome icon polydome

Data and codes of projects related to polydome

polympc icon polympc

Light-weight C++ library for fast embedded nonlinear optimisation and optimal control

pop-bo icon pop-bo

Implementation of the Principled Optimistic Preferential Bayesian Optimization (POP-BO) algorithm.

riskbr icon riskbr

Data and documentation of an industrial HVAC system of a hospital.

vacbo icon vacbo

violation aware contextual Bayesian optimization

yakf icon yakf

Yet Another Kalman Filter

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