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Build Cohesin Binding Predictor
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Linked challenge: Build a Pioneer Factor Cohesin Binding Predictor with Biopython and XGBoost
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Linked challenge
Build a Pioneer Factor Cohesin Binding Predictor with Biopython and XGBoost
Prompt source
Original prompt text with formatting preserved for inspection.
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Using `biopython` and `xgboost`, write a sequence analysis model that scores pioneer factor motifs and predicts cohesin binding loci.
Adaptation plan
Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.
Keep stable
Hold the task contract and output shape stable so generated implementations remain comparable.
Tune next
Update libraries, interfaces, and environment assumptions to match the stack you actually run.
Verify after
Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.