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mpra

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regulatory-score-saturation

Methodological investigation of calibration-statistic mismatch in deep learning regulatory variant prediction. Quantifies the saturation effect when published single-track quantile calibration is composed with max-over-tracks aggregation, and demonstrates the matched-calibration fix on AlphaGenome with Tewhey 2016 MPRA data.

  • Updated Jun 22, 2026
  • Python

eBM: Enhanced BRAIN-MAGNET convolutional neural network modeling non-coding regulatory elements enhancer activity in human neural stem cells

  • Updated Nov 23, 2025
  • Jupyter Notebook

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