Codex 9acb3460a1 Improve Trader V4 training pipeline ...

Align entry labels with max future edge, tune direction labeling, and harden regression evaluation.

Add training diagnostics, price-plan search, feature screening, and nonlinear benchmark scripts.

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_bootstrap.py

Implement Trader V4 training artifact pipeline

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01_audit_source_data.py

Implement Trader V4 training artifact pipeline

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02_build_replay_1m.py

Implement Trader V4 training artifact pipeline

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03_build_splits.py

Improve Trader V4 training pipeline

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04_build_feature_frame.py

Improve Trader V4 training pipeline

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05_build_price_plan_context.py

Implement Trader V4 training artifact pipeline

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06_build_direction_labels.py

Implement Trader V4 training artifact pipeline

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07_build_entry_labels.py

Implement Trader V4 training artifact pipeline

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08_build_position_state_samples.py

Implement Trader V4 training artifact pipeline

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09_build_continue_exit_risk_labels.py

Implement Trader V4 training artifact pipeline

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10_build_train_datasets.py

Implement Trader V4 training artifact pipeline

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11_train_small_models.py

Implement Trader V4 training artifact pipeline

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12_calibrate_models.py

Implement Trader V4 training artifact pipeline

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13_search_pm_thresholds.py

Implement Trader V4 training artifact pipeline

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14_integrated_backtest.py

Implement Trader V4 training artifact pipeline

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15_export_artifact_bundle.py

Implement Trader V4 training artifact pipeline

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16_validate_artifact_bundle.py

Implement Trader V4 training artifact pipeline

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17_promote_artifact_bundle.py

Implement Trader V4 training artifact pipeline

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18_diagnose_training_run.py

Improve Trader V4 training pipeline

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19_search_price_plan.py

Improve Trader V4 training pipeline

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20_screen_entry_features.py

Improve Trader V4 training pipeline

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21_benchmark_nonlinear_models.py

Improve Trader V4 training pipeline

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