pythonpapertime-seriesdlineartransformerafter-work
Introducing Are Transformers Effective for Time Series Forecasting? (DLinear / LTSF-Linear) for after-work quants
Zeng, Chen, Zhang and Xu (2022) ask whether Transformers help long-term time-series forecasting. One-layer LTSF-Linear (DLinear / NLinear) beats Informer, Autoformer, FEDformer on nine benchmarks, often by 20–50% MSE. Plain-language intro. Not investment advice.