lixiaojieff / HGTAN
☆53Updated 3 years ago
Alternatives and similar repositories for HGTAN:
Users that are interested in HGTAN are comparing it to the libraries listed below
- ☆19Updated 3 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆53Updated 3 years ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆41Updated 3 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆51Updated 2 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆128Updated 2 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆23Updated 3 years ago
- ☆52Updated 4 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆42Updated 3 years ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆42Updated last year
- ☆102Updated 3 years ago
- ☆65Updated 2 years ago
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆23Updated 2 years ago
- ☆49Updated 3 years ago
- Open code for PriceGraph☆71Updated 11 months ago
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆45Updated 3 years ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆81Updated last year
- Financial time series forecasting with multi-modality graph neural network☆43Updated last year
- The source code and data of the paper "Instance-wise Graph-based Framework for Multivariate Time Series Forecasting".☆31Updated 3 years ago
- ☆26Updated 5 years ago
- A curated list of time series prediction resources.☆53Updated 3 years ago
- HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction☆159Updated 5 years ago
- Code for Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading at WWW 2021☆20Updated 3 years ago
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆28Updated 2 years ago
- ☆10Updated last year
- ☆21Updated 10 months ago
- This is the repository for the collection of Graph Neural Network for Financial Technology.☆27Updated 3 years ago
- Multi-scale Two-way Deep Neural Network☆43Updated 4 years ago
- Awesome financial time series forecasting papers and codes☆76Updated last month
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆93Updated 3 months ago
- This is a tensorflow-keras implementation of our paper "Attention Based Dynamic Graph Learning Framework for Asset Pricing"☆14Updated 3 years ago