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1. imics-lab/tts-gan imics-lab/tts-gan Public

   TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

   Jupyter Notebook 289 60

2. imics-lab/positional-encoding-benchmark imics-lab/positional-encoding-benchmark Public

   This repository offers a comprehensive overview and quantitative benchmarking of positional encoding methods in transformer-based time series models.

   Jupyter Notebook 25 6

3. imics-lab/DyWPE imics-lab/DyWPE Public

   Dynamic Wavelet Positional Encoding (DyWPE) for Time Series Data

   Jupyter Notebook 12

4. imics-lab/biodiffusion imics-lab/biodiffusion Public

   BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis

   Python 32 4

5. imics-lab/recurrence-with-self-attention imics-lab/recurrence-with-self-attention Public

   The repository contains source code and data from the paper titled "Recurrence and Self-Attention vs the Transformer for Time-Series Classification: A Comparative Study".

   Python 19 2

6. imics-lab/time-series-embedding imics-lab/time-series-embedding Public

   The repository contains source code and data from the paper titled "Time Series Embedding Methods for Classification Tasks: A Review"

   Jupyter Notebook 20 6