Shypd.aiThe largest open index of AI toolsTransformers_And_LLM_Are_What_You_Dont_Need is an Academic Research tool that compiles resources arguing against transformers for time series forecasting. It showcases state-of-the-art non-transformer models and relevant research papers.
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Transformers_And_LLM_Are_What_You_Dont_Need is an open-source GitHub repository dedicated to challenging the prevailing use of transformers and large language models (LLMs) in time series forecasting. It serves as a comprehensive resource, curating a collection of academic papers, PhD and MSc theses, articles, and videos that present arguments and evidence for why these models might not be the optimal solution for this specific domain. The repository highlights and showcases best-in-class, state-of-the-art non-transformer models, providing researchers and practitioners with alternative approaches and a critical perspective on current trends in time series analysis. It's an invaluable resource for those seeking to understand the limitations of transformers in forecasting and explore more effective methodologies.
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