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Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction

Python 322 74 Updated Apr 9, 2022

This is the implementation of the paper Enhanced Photovoltaic Power Forecasting: An iTransformer and LSTM-Based Model Integrating Temporal and Covariate Interactions

Python 26 1 Updated Dec 20, 2024

stock predict with MLP,CNN,RNN,LSTM,Transformer and Transformer-LSTM

Python 213 36 Updated Mar 7, 2022

Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

Python 476 35 Updated Dec 26, 2024

Custom Model of google-research TFT

Python 5 4 Updated Jun 4, 2021

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

Jupyter Notebook 865 165 Updated Jun 2, 2023