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1. resnet1d resnet1d Public

   PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

   Python 524 110

2. transformer1d transformer1d Public

   pytorch implementation of transformer for 1D data

   Python 43 6

3. DL-ECG-Review DL-ECG-Review Public

   A Review of Deep Learning Methods on ECG Data

   246 46

4. ENCASE ENCASE Public

   Deep Learning on ECG, the First place in the PhysioNet/CinC Challenge 2017 (F1=0.83)

   Python 44 8

5. PhysioNet PhysioNet Public

   MIT-BIH data preprocessing and a sample deep model

   Python 48 7

6. PIC_mortality PIC_mortality Public

   Predicting In-hospital Mortality of Patients in the Pediatric ICU

   Jupyter Notebook 16 5