surrogate topic
Surrogates.jl
Surrogate modeling and optimization for scientific machine learning (SciML)
jaco-js
Japanese character optimizer for JavaScript
ReLoss
Official implementation for paper "Relational Surrogate Loss Learning", ICLR 2022
TimeseriesSurrogates.jl
A Julia package for generating timeseries surrogates
NONANLibrary
This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a fut...
Diff-JPEG
Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" [WACV 2024].
SMBO_TeachingTool
A modular code for teaching Surrogate Modeling-Based Optimization
mdocourse
Materials for my Structural and Multidisciplinary Design Optimization course
surrogate-models
In this repository I publish the python code, that was part of my master thesis. The thesis can be found here, however its in German though, sry. :/