This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. MASTER is a stock transformer for stock price forecasting, which models the momentary and cross-time stock correlation and guide feature selection with market information.
☆524Jun 26, 2025Updated last year
Alternatives and similar repositories for MASTER
Users that are interested in MASTER are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆374Mar 19, 2024Updated 2 years ago
- ☆76Nov 16, 2022Updated 3 years ago
- ☆93Nov 22, 2024Updated last year
- This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.☆148Dec 12, 2024Updated last year
- PyTorch implementation for Paper "StockFormer: Learning Hybrid Trading Machines with Predictive Coding".☆354May 6, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, I…☆487Sep 29, 2025Updated 10 months ago
- PyTorch implementation of FactorVAE☆102Nov 21, 2024Updated last year
- ☆16Feb 26, 2024Updated 2 years ago
- ☆22Sep 6, 2025Updated 11 months ago
- ☆29Jan 1, 2025Updated last year
- Papers for AI + quantitative investment☆144Sep 12, 2024Updated last year
- ☆35Jan 1, 2025Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆117Dec 25, 2024Updated last year
- Using Transformer deep learning architecture to predict stock prices.☆278Apr 16, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PyTorch Implementation of "FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction" (KDD 2026 Workshop Oral…☆61Jun 23, 2026Updated last month
- ☆71Feb 7, 2025Updated last year
- The source code and data of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Infor…☆304Jan 13, 2023Updated 3 years ago
- This is the implementation of the paper "Pre-training Time Series Models with Stock Data Customization"☆48May 30, 2025Updated last year
- Official implementation of AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration (https://arxiv.org/abs/2509.2505…☆144Feb 26, 2026Updated 5 months ago
- Generating sets of formulaic alpha (predictive) stock factors via reinforcement learning.☆1,196Jun 4, 2026Updated 2 months ago
- 强化学习进行量化金融☆44Jul 20, 2022Updated 4 years ago
- ☆69Jun 16, 2024Updated 2 years ago
- ☆36May 20, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆26Nov 7, 2025Updated 9 months ago
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆110May 16, 2025Updated last year
- Official implementation for AAAI2025: AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors☆420Sep 1, 2024Updated last year
- Code for paper "Temporal Relational Ranking for Stock Prediction"☆527Mar 4, 2021Updated 5 years ago
- Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019☆188Sep 7, 2019Updated 6 years ago
- Financial Prior-Data Fitted Network (regression)☆23Jul 1, 2026Updated last month
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆34Feb 28, 2025Updated last year
- ☆15Aug 25, 2025Updated 11 months ago
- [ACL2023] Datasets for Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction☆39Sep 13, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆109Mar 17, 2025Updated last year
- Reproduce AAAI22-FactorVAE☆68Sep 18, 2023Updated 2 years ago
- Stock factor mining with CNN and GRU.☆75Dec 23, 2022Updated 3 years ago
- Official Implementation of SimStock : Representation Model for Stock Similarities☆89Jun 17, 2024Updated 2 years ago
- ☆15May 11, 2025Updated last year
- ☆72Feb 27, 2024Updated 2 years ago
- This repository hosts the code for the SAMBA model, proposed in our IEEE ICASSP paper "Mamba Meets Financial Markets: A Graph-Mamba Appro…☆131May 1, 2026Updated 3 months ago