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SciML /Surrogates.jl

Surrogate modeling and optimization for scientific machine learning (SciML)

optimization julia automatic-differentiation high-performance-computing differential-equations surrogate surrogate-models surrogate-based-optimization surrogates scientific-machine-learning sciml

UpdatedMar 13, 2025
Julia

necla-ml /Diff-JPEG

Official and maintained implementation of the paper "Differentiable JPEG: The Devil is in the Details" [WACV 2024].

jpeg pytorch image-compression surrogate ste wacv differentiable-codec image-codec differentiable-jpeg

UpdatedDec 30, 2023
Python

YusukeHirao /jaco-js

Japanese character optimizer for JavaScript

nodejs javascript katakana hiragana sort japanese-language fullwidth phonics jaco surrogate halfwidth

UpdatedNov 18, 2023
TypeScript

JuliaDynamics /TimeseriesSurrogates.jl

A Julia package for generating timeseries surrogates

timeseries julia hypothesis-testing hacktoberfest surrogate nonlinear-time-series surrogates

UpdatedNov 16, 2024
Julia

jomorlier /mdocourse

Materials for my Structural and Multidisciplinary Design Optimization course

matlab mda gradient topology-optimization surrogate mdo topopt

UpdatedFeb 10, 2025
HTML

Nonlinear-Analysis-Core /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 future release. If you are interested in learning more, attending our workshops or webinars or using our data analysis services please contact bmchnon…

entropy chaos ami nearest-neighbors mutual-information lyapunov surrogate entropy-measures detrended-fluctuation-analysis lyapunov-exponents relative-phase

UpdatedFeb 21, 2024
MATLAB

hunto /ReLoss

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

pytorch loss surrogate iclr2022 reloss surrogate-loss

UpdatedNov 25, 2022
Python

yonghoonlee /SMBO_TeachingTool

A modular code for teaching Surrogate Modeling-Based Optimization

optimization matlab metamodel educational teaching-tool surrogate

UpdatedApr 13, 2020
MATLAB

juri117 /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. :/

python construction thesis polynomials kriging radial-basis-function wing structural-analysis surrogate latin-hypercube aircraft-design openmdao surrogate-models halton

UpdatedAug 17, 2019
Python

evanchodora /kriging

Python tool for creating Kriging surrogate models

python modeling scipy kriging surrogate surrogate-models

UpdatedMar 18, 2019
Python

MementoEmbed

oduwsdl /MementoEmbed

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

docker flask thumbnails embed memento web-archives surrogate social-cards

UpdatedNov 15, 2021
HTML

redmod-team /profit

Probabilistic Response mOdel Fitting with Interactive Tools

uncertainty-quantification uq gaussian-processes active-learning surrogate polynomial-chaos-expansion model-emulation reduced-order-surrogate-model reduced-order-models

UpdatedFeb 3, 2025
Python

Sofya2003 /ULID-with-sequence

Smart surrogate keys for high performance databases

python uuid database generator high-performance python3 key ulid surrogate

UpdatedMay 15, 2022
Python

a-jd /npsn

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

neural-network optimization nuclear-engineering surrogate nuclear-power

UpdatedSep 8, 2021
Python

Fdawgs /fastify-disablecache

Fastify plugin to disable client-side caching

nodejs plugin cache headers pragma fastify expires disable nocache surrogate disablecache

UpdatedMar 1, 2025
JavaScript

bbopt /sgtelib

Surrogate model library for Derivative-Free Optimization

surrogate surrogate-modelling blackbox-optimization surrogate-models surrogate-based-optimization surrogate-model-based-optimization derivative-free-optimization

UpdatedJul 30, 2024
C++

cliffordlab /sleep-convolutions-tf

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

deep-neural-networks surrogate sleep-staging tensorlfow

UpdatedJun 18, 2018
Python

ws-kj /Quasar

GPT3-enabled surrogate functions in C++

gpt surrogate surrogate-models gpt-3 chatgpt

UpdatedJan 4, 2023
C++

RuwangJiao /CEI

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

constrained-optimization surrogate expected-improvement gaussian-process expensive-optimization

UpdatedMay 4, 2023
MATLAB

mid2SUPAERO /Outputs

Last Presentation from the prof !

optimization presentations surrogate ica mdo openmdao supaero

UpdatedAug 28, 2024

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