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lines changed Original file line number Diff line number Diff line change 1- """Stage-based tuning of solver hyper-parameters for continuation and
2- progressive-refinement algorithms.
1+ """Solver strategy implementations for optimization pipelines.
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4- Early stages: loose tolerance, few iterations, small working set
5- --> quick coarse answers.
6- Later stages: tight tolerance, more iterations, suitably sized working set
7- --> refined, accurate solution.
3+ This module provides strategies for adapting solver parameters during optimization
4+ stages, particularly for continuation and progressive-smoothing pipelines.
85"""
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107from sklearn .base import clone
2623
2724
2825class StageBasedSolverStrategy :
29- """Stage-wise tuning of a base solver for continuation and
30- progressive-smoothing pipelines.
26+ """Stage-wise tuning of a base solver for continuation and progressive-smoothing.
3127
3228 This class adapts solver parameters based on the stage of optimization.
3329 """
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