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1. t-nnclr t-nnclr Public

   Time Series Nearest-Neighbor Contrastive Learning of Representations (NNCLR)

   Jupyter Notebook 3 1

2. tts-gan tts-gan Public

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

   Jupyter Notebook 285 60

3. biodiffusion biodiffusion Public

   BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis

   Python 32 5

4. recurrence-with-self-attention 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

5. positional-encoding-benchmark 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 24 6

6. DyWPE DyWPE Public

   Dynamic Wavelet Positional Encoding (DyWPE) for Time Series Data

   Jupyter Notebook 9