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Kashif Rasul Profile picture
Kashif Rasul
@krasul
Research Scientist working on Deep Learning, Time Series Forecasting, Reinforcement Learning and HPC.
Jun 16, 2023 • 6 tweets • 3 min read
Are Transformers useless for time series forecasting? NO! We showcase how Transformers achieve SOTA results, beating DLinear models.

Here's a blog post introducing the Autoformer model and how effective it can be at #timeseries #forecasting: huggingface.co/blog/autoformer Image The paper "Are Transformers Effective for Time Series Forecasting?" arxiv.org/abs/2205.13504, claims that a simple linear model DLinear outperforms Transformer based models by a large margin.