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1. Augmentation-of-ECG-Training-Dataset-with-CGAN Augmentation-of-ECG-Training-Dataset-with-CGAN Public

   Imbalanced MIT-BIH dataset is augmented with the generated beats by WGAN-GP and AC-WGAN-GP to improve the classification metrics.

   Python 30 2

2. Synthetic-ECG-Generation---GAN-Models-Comparison Synthetic-ECG-Generation---GAN-Models-Comparison Public

   In this project we compared 5 models from GAN family in synthetic single heartbeat generation

   Python 20 1

3. Synthetic-ECG-Signal-Generation-using-Probabilistic-Diffusion-Models Synthetic-ECG-Signal-Generation-using-Probabilistic-Diffusion-Models Public

   We used Improved DDPM (developed by OpenAI) to generate synthetic ECG signals and compared it with WGAN-GP.

   Python 12 1

4. pytorch-sentiment-analysis pytorch-sentiment-analysis Public

   Forked from bentrevett/pytorch-sentiment-analysis

   Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

   Jupyter Notebook 1