Ali-Meh619 / SAMBA
This repository hosts the code for the SAMBA model, proposed in our IEEE ICASSP paper "Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction".
☆40Updated 3 months ago
Alternatives and similar repositories for SAMBA:
Users that are interested in SAMBA are comparing it to the libraries listed below
- MATCC: A Novel Approach for Robust Stock Price Prediction Incorporating Market Trends and Cross_time Correlations☆40Updated 5 months ago
- ☆62Updated 2 years ago
- ☆50Updated last year
- ☆39Updated last month
- Accepted at AAAI 25 Workshop Long Research Paper☆13Updated last month
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆70Updated 9 months ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated last month
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆103Updated 10 months ago
- Official Implementation of SimStock : Representation Model for Stock Similarities☆77Updated 9 months ago
- Awesome financial time series forecasting papers and codes☆64Updated 3 weeks ago
- ☆41Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆92Updated 3 months ago
- Open code for PriceGraph☆70Updated 10 months ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆92Updated 9 months ago
- ☆69Updated 9 months ago
- ☆27Updated last year
- LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data. 🤖📈☆96Updated 10 months ago
- Implmentation of Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context (AAAI24)☆12Updated last year
- MambaStock: Selective state space model for stock prediction☆148Updated last year
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆64Updated last year
- ☆30Updated 3 months ago
- MASA: Developing A Multi-Agent and Self-Adaptive Framework with Deep Reinforcement Learning for Dynamic Portfolio Risk Management.☆34Updated 5 months ago
- ☆10Updated last year
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆86Updated 2 weeks ago
- repository for Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance☆28Updated last year
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆22Updated 2 years ago
- ☆40Updated 2 years ago
- ResNLS: An Improved Model for Stock Price Forecasting☆14Updated 2 months ago
- ☆88Updated 2 months ago
- Official implementation of PRUDEX-Compass☆43Updated last year