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1. ChronoGAN ChronoGAN Public

   This advanced framework integrates the benefits of an Autoencoder-generated embedding space with the adversarial training dynamics of GANs for time series generation..

   Jupyter Notebook 10 1

2. SeriesGAN SeriesGAN Public

   We introduce an advanced framework that integrates the advantages of an autoencoder-generated embedding space with the adversarial training dynamics of GANs for time series generation.

   Jupyter Notebook 10 1

3. PreprocessingPipeline-ContRegClassifier-SWANSF PreprocessingPipeline-ContRegClassifier-SWANSF Public

   Accurate solar flare prediction is crucial for mitigating risks to astronauts, space equipment, and satellite communication. Our study enhances prediction accuracy using advanced preprocessing and ...

   Jupyter Notebook 3

4. FlaPLeT FlaPLeT Public

   FlaPLeT is an open-source, full-stack web platform that enables end-to-end machine learning workflows for solar flare prediction through an interactive user interface. Its modular design also provi...

   JavaScript 3 1

5. AVATAR AVATAR Public

   We introduce AVATAR, a framework that combines Adversarial Autoencoders (AAE) with Autoregressive Learning for time series generation.

   Jupyter Notebook 2

6. Cleaned-SWANSF-Dataset Cleaned-SWANSF-Dataset Public

   The SWAN-SF dataset is now fully preprocessed, optimized, and ready for binary classification tasks. Our team is excited to release the enhanced version of the SWAN-SF dataset across all five parti...

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