finint / MAGNN
Financial time series forecasting with multi-modality graph neural network
☆43Updated last year
Alternatives and similar repositories for MAGNN:
Users that are interested in MAGNN are comparing it to the libraries listed below
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆82Updated last year
- ☆19Updated 3 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆42Updated 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
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆45Updated 3 years ago
- A stock prediction based on correlation adjencency matrix grapha and combinantion of gnn and lstm☆36Updated 2 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆51Updated 3 years ago
- Awesome financial time series forecasting papers and codes☆94Updated last month
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆44Updated last year
- ☆53Updated 3 years ago
- Open code for PriceGraph☆71Updated last year
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆23Updated 3 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆128Updated 3 years ago
- ☆21Updated 10 months ago
- ☆26Updated 5 years ago
- Price prediction for Crypto, Stock, and Index using Hybrid Graph Attention Network (GAT) and Long Short-Term Memory (LSTM) models on PyTo…☆21Updated last year
- ☆65Updated 2 years ago
- PyTorch implementation of ESG☆82Updated 2 years ago
- ☆12Updated last year
- ☆53Updated 4 years ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated 2 months ago
- This is the repository for the collection of Graph Neural Network for Financial Technology.☆27Updated 3 years ago
- Curated list of Graph Neural Network Applications in Business, Finance and Banking☆89Updated 10 months ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆96Updated 10 months ago
- ☆63Updated 4 years ago
- Multivariate Time Series Repository☆65Updated last year
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆28Updated 3 years ago
- ☆92Updated 4 months ago
- Paper collection for graph based models in finance application☆103Updated 4 years ago