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A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

2,392 238 Updated Aug 8, 2024

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

Python 1,948 437 Updated Jan 27, 2024

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Python 4,785 1,950 Updated Mar 24, 2023

proof of concept for a transformer-based time series prediction model

Python 1,263 239 Updated Feb 20, 2023