SAMBA: A Graph-Mamba Approach for Stock Price Prediction

Published: 27 December 2024| Version 1 | DOI: 10.17632/njg9yctdgf.1
Contributor:
Ehsan Hoseinzade

Description

This repository hosts the code for the SAMBA model, proposed in our IEEE ICASSP 2025 paper "Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction". More information about data is available at "CNNpred: CNN-based stock market prediction using a diverse set of variables" published in Expert Systems with Applications. Link to Github of the project: https://github.com/Ali-Meh619/SAMBA

Files

Steps to reproduce

Please look at the following Github link of the project: https://github.com/Ali-Meh619/SAMBA

Categories

Machine Learning, Stock Price, Computational Finance

Related Links

Article
https://www.sciencedirect.com/science/article/pii/S0957417419301915
is related to this dataset
Article
https://arxiv.org/pdf/2410.03707
is related to this dataset
Software
https://github.com/Ali-Meh619/SAMBA
is related to this dataset

Licence