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puiseux-cvnn
Newton–Puiseux for CVNNs: complete toolkit for uncertainty mining, confidence calibration and local symbolic-numeric analysis on ECG (MIT-BIH) and wireless IQ data (RadioML 2016.10A).
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mit-np-triage
Reproducible pipeline for silent-failure auditing in ECG accept-sets (MIT-BIH) with Newton–Puiseux onset scoring
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piotrmgs/mit-np-triage
Reproducible pipeline for silent-failure auditing in ECG accept-sets (MIT-BIH) with Newton–Puiseux onset scoring
Python00Updated 2 months ago
biomedical-signal-processingcalibrationcomplex-valued-neural-networksdeep-learningecgerror-detectioninterpretabilitymachine-learningmit-bihmodel-auditingnewton-puiseuxrobustnessselective-predictiontriageuncertainty
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piotrmgs/puiseux-cvnn
Newton–Puiseux for CVNNs: complete toolkit for uncertainty mining, confidence calibration and local symbolic-numeric analysis on ECG (MIT-BIH) and wireless IQ data (RadioML 2016.10A).
Python10Updated 4 months ago
algebraic-geometryarrhythmia-detectioncomplex-valued-neural-networkscvnneceecg-analysisinterpretabilitylocal-explanationsmit-bihmodel-calibrationnewton-puiseuxpolynomial-approximationpytorchradiomlradioml-2016-10asignal-processingsymbolic-computationtemperature-scalinguncertainty-quantificationxai