surrogate

Surrogate modeling and optimization for scientific machine learning (SciML)

Japanese character optimizer for JavaScript

A Julia library for generating surrogate data.

Official implementation for paper "Relational Surrogate Loss Learning", ICLR 2022

Materials for my Structural and Multidisciplinary Design Optimization course

A service that provides archive-aware oEmbed-compatible embeddable surrogates (social cards, thumbnails, etc.) for archived web pages (mementos).

Probabilistic Response mOdel Fitting with Interactive Tools

A modular code for teaching Surrogate Modeling-Based Optimization

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. :/

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 future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact bmchnonan@unomaha.edu.

Smart surrogate keys for high performance databases

Surrogate model library for Derivative-Free Optimization

Neural-networks based sleep staging in tensorflow, and evalutation with Fourier-transform based surrogates.

Fastify plugin to disable client-side caching

Python tool for creating Kriging surrogate models

Create a surrogate ANN/GBR/GPR/SVR model for regression of nuclear reactor power distribution

Last Presentation from the prof !

Grapheme cluster break tooling.

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization

Return the previous extended grapheme cluster break in a string before a specified position.