refactor(scripts): add end-to-end training pipeline - #1305
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…put options - Add dataset 3-way split options (--split-dir, --val-ratio, --test-ratio) to scripts/prepare_knbc.py. - Add --save-dataset and --append-quality output persistence flags to scripts/synthesize_samples.py. - Add scripts/run_training_pipeline.py to orchestrate dataset preparation, JAX fitting, and evaluation benchmarks. - Add comprehensive 5-phase Mermaid workflow diagram to scripts/README.md. - Add unit tests for scripts/run_training_pipeline.py. TAG=agy
- Fix import ordering with isort across script test files. - Apply yapf formatting across scripts and script tests. - Add noqa annotations for flake8 compliance. - Wrap long lines in scripts/README.md for markdownlint compliance.
tushuhei
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TAG=agy