Time Series Prediction with Transformers

A Complete Guide to Transformers in Pytorch

Oliver S
Towards Data Science
17 min readJan 16, 2024

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At the latest since the advent of ChatGPT, Large Language models (LLMs) have created a huge hype, and are known even to those outside the AI community. Even though one needs to understand that LLMs inherently are “just” sequence prediction models without any form of intelligence or reasoning — the achieved results are certainly extremely impressive, with some even talking about another step in the “AI Revolution”.

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