Ali-Meh619 / SAMBALinks
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".
☆97Updated last month
Alternatives and similar repositories for SAMBA
Users that are interested in SAMBA are comparing it to the libraries listed below
Sorting:
- ☆72Updated 3 years ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆103Updated last year
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆33Updated 8 months ago
- ☆68Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆108Updated 10 months ago
- ☆21Updated 10 months ago
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆120Updated last year
- Awesome time series forecasting papers and codes☆198Updated last month
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆91Updated 6 months ago
- ☆15Updated last month
- Official Implementation of SimStock : Representation Model for Stock Similarities☆86Updated last year
- LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data. 🤖📈☆112Updated last year
- ☆53Updated 9 months ago
- Reproduce AAAI22-FactorVAE☆68Updated 2 years ago
- This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.☆140Updated 11 months ago
- ☆70Updated last year
- ☆90Updated 11 months ago
- FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting☆110Updated 2 months ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆57Updated 4 years ago
- ☆34Updated 10 months ago
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆45Updated 3 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆47Updated 4 years ago
- ☆54Updated 3 years ago
- PyTorch implementation of FactorVAE☆85Updated last year
- Code for paper "Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions"☆17Updated 3 years ago
- Open code for PriceGraph☆73Updated last year
- ☆15Updated last year
- PyTorch Implementation of FinMamba☆44Updated 4 months ago
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆31Updated 3 years ago
- Implmentation of Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context (AAAI24)☆14Updated last year