RuichengFIC / ADGAT
Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks
☆123Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ADGAT
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆52Updated 3 years ago
- ☆98Updated 3 years ago
- ☆49Updated 2 years ago
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆42Updated 2 years ago
- Open code for PriceGraph☆68Updated 6 months ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆34Updated 3 years ago
- ☆53Updated 4 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆48Updated 2 years ago
- Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergrap…☆38Updated 4 months ago
- ☆18Updated 3 years ago
- ☆50Updated 3 years ago
- A curated list of time series prediction resources.☆53Updated 2 years ago
- ☆54Updated 2 years ago
- This is the project for deep learning in stock market prediction.☆211Updated last year
- Multi-scale Two-way Deep Neural Network☆45Updated 4 years ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆80Updated 4 months ago
- 复现AAAI-21-STHAN-SR☆10Updated last year
- ☆25Updated 4 years ago
- HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction☆151Updated 4 years ago
- Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019☆167Updated 5 years ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆62Updated 7 months ago
- Papers for AI + quantitative investment☆82Updated 2 months ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆36Updated last year
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆19Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆86Updated 7 months ago
- Reproduce AAAI22-FactorVAE☆55Updated last year
- This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.☆103Updated 7 months ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆21Updated 3 years ago
- Fintech literature, including journal, conference, book and useful links☆88Updated 2 years ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆39Updated 3 years ago