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simple-main-opt

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Mis à jour27 juin 2026 à 15:41

Use when working in SIMPLE's src/main/opt subsystem, including optimizer abstractions, BFGS, L-BFGS-B, simplex, particle swarm, differential evolution, conjugate-gradient variants, and optimization factories/specs used throughout the platform.

Installation

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Source

hael

hael/SIMPLE

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Métiers associésSOC

Basé sur la classification professionnelle SOC

Développeurs de logicielsProfessions informatiques et mathématiques·SOC 15-1252

SKILL.md

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name	simple-main-opt
description	Use when working in SIMPLE's src/main/opt subsystem, including optimizer abstractions, BFGS, L-BFGS-B, simplex, particle swarm, differential evolution, conjugate-gradient variants, and optimization factories/specs used throughout the platform.

SIMPLE `src/main/opt`

This folder owns general optimization infrastructure.

Read First

simple_optimizer.f90
simple_opt_factory.f90
simple_opt_spec.f90
simple_opt_lbfgsb.f90
simple_opt_bfgs.f90
simple_opt_simplex.f90

Connections

Used from motion correction, image alignment, search strategies, and numerical utilities

Working Rule

When debugging optimizer behavior, distinguish optimizer mechanics from the objective/gradient supplier living elsewhere.

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Use when studying, explaining, or modifying SIMPLE's fractional-update and trailing-reconstruction workflow, including update_frac sampling, sampled/updatecnt bookkeeping, matcher reconstruction I/O, partial even/odd reconstruction handoff, rec3D/volassemble ownership, downsampling compatibility, obsfield mirrors, and stage-to-stage previous-reference contracts.

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simple-main-stream

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Use when working in SIMPLE's src/main/stream subsystem, including online/mini-stream orchestration, chunk and microchunk processing, staged pipeline steps, watchers, queue/message definitions, and streaming variants of preprocessing and cluster2D workflows.

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Use when working on SIMPLE's streaming microchunk class-average rejection, simple_microchunked2D lifecycle sentinels, pass-1/pass-2/refchunk/match generation, skip_pass_2 behavior, simple_cluster2D_rejector criteria, or boundaries with model_cavgs_rejection.

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Exécutez n'importe quel Skill en un clic

simple-main-opt

SIMPLE src/main/opt

Read First

Connections

Working Rule

Plus depuis ce dépôt

Plus depuis ce dépôt

SIMPLE src/main/opt

Read First

Connections

Working Rule

SIMPLE `src/main/opt`

SIMPLE `src/main/opt`