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".
☆44Updated 2 weeks ago
Alternatives and similar repositories for SAMBA:
Users that are interested in SAMBA are comparing it to the libraries listed below
- ☆65Updated 2 years ago
- Awesome financial time series forecasting papers and codes☆84Updated last month
- ☆41Updated 2 months ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆96Updated 9 months ago
- MambaStock: Selective state space model for stock prediction☆151Updated last year
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆71Updated 10 months ago
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆104Updated 11 months ago
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆93Updated 4 months ago
- Official Implementation of SimStock : Representation Model for Stock Similarities☆78Updated 10 months ago
- ☆51Updated last year
- repository for Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance☆28Updated last year
- ☆69Updated 10 months ago
- ☆29Updated last year
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated last month
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆23Updated 2 years ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆81Updated last year
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆46Updated 5 months ago
- Open code for PriceGraph☆71Updated 11 months ago
- Accepted at AAAI 25 Workshop Long Research Paper☆14Updated 2 months ago
- LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data. 🤖📈☆97Updated 11 months ago
- ResNLS: An Improved Model for Stock Price Forecasting☆15Updated 3 weeks ago
- ☆41Updated last year
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆53Updated 3 years ago
- ☆11Updated last year
- Implmentation of Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context (AAAI24)☆12Updated last year
- Financial Time Series Benchmark (FinTSB): A Comprehensive and Practical Benchmark for Financial Time Series Forecasting☆51Updated last month
- ☆30Updated 3 months ago
- ☆32Updated 2 years ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆44Updated last year
- ☆91Updated 3 months ago