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This package implements some optimization methods used in numerical optimiation tasks for neural networks that aren't usually implemented in deep learning frameworks because of their computational constraints.
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GheodeAI/torch_numopt's past year of commit activity - shap-based-interpretation Public
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GheodeAI/PyCROSL's past year of commit activity - metaheuristic-designer Public
Framework for designing, testing and evaluating metaheuristic optimization algorithms.
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GheodeAI/metaheuristic-designer's past year of commit activity - va_am Public
VA-AM (Various Advanced - Analogue Methods) is a Python package based on the deep learning enhancement of the classical statistical Analogue Method. It provides several tools to analyse climatological extreme events, particularly heat waves.
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GheodeAI/GBMFS-algorithm's past year of commit activity - ell-opt-arch Public
This code allows the optimal design of subermged arches based on elliptic curves
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