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Surrogate modeling and optimization for scientific machine learning (SciML)

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

Created 2019-05-08

1,188 commits to master branch, last one a day ago

jaco-js YusukeHirao

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75

mit

6

Japanese character optimizer for JavaScript

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

Created 2014-03-25

258 commits to master branch, last one 5 years ago

Diff-JPEG necla-ml

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bsd-3-clause

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

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

Created 2023-08-28

21 commits to main branch, last one 6 months ago

ReLoss hunto

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apache-2.0

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

loss reloss pytorch iclr2022 surrogate surrogate-loss

Created 2022-02-14

15 commits to main branch, last one about a year ago

NONANLibrary Nonlinear-Analysis-Core

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other

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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...

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

Created 2021-05-14

83 commits to main branch, last one 4 months ago