Synthesizer class#103

Merged

marcosfrenkel merged 5 commits intotoolsforexperiments:mainfrom

osn07:synthesizer-class

Mar 5, 2026

Commits on Feb 25, 2026

Created abstract Synthesizer class with generate(), noise(), and abstract model()

osn07
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claude
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Commits on Feb 26, 2026

fixed parameter issues/multiple datasets being passed. added exponential, sine, and gaussian class implementations
osn07
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Commits on Feb 28, 2026

Refactor DataGen classes from ABC to dataclasses; model() and noise() are now static methods. Parameters can be set at instantiation or overridden in generate().
osn07
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Commits on Mar 4, 2026

switch datagen back to abstract and removed default values from child class model() signatures
osn07
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Commits on Mar 5, 2026

changed dataclass import :)
osn07
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