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/transport checks; maintain reproducible pipelines (configs, seeds, provenance). Collaboration and reporting: Work with the PI and team, contribute clean, well-tested Python code, document results, and prepare
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baselines, perform ablation studies (encodings, operators, population sizes, selection rules), and report convergence, hit-rates, and generalisation. Collaboration & mentorship: coordinate with the PI and
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/transport checks; maintain reproducible pipelines (configs, seeds, provenance). Collaboration and reporting: Work with the PI and team, contribute clean, well-tested Python code, document results, and prepare
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