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☆81Updated last year
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆42Updated 3 years ago
- ☆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
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆23Updated 3 years ago
- Awesome financial time series forecasting papers and codes☆76Updated last month
- ☆21Updated 9 months ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆51Updated 2 years ago
- ☆53Updated 3 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆128Updated 2 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
- ☆65Updated 2 years ago
- A stock prediction based on correlation adjencency matrix grapha and combinantion of gnn and lstm☆35Updated 2 years ago
- PyTorch implementation of ESG☆81Updated 2 years ago
- This is the repository for the collection of Graph Neural Network for Financial Technology.☆27Updated 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
- ☆21Updated 10 months ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆95Updated 9 months ago
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆84Updated 5 months ago
- ☆10Updated last year
- ☆52Updated 4 years ago
- Multivariate Time Series Repository☆65Updated last year
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆23Updated 2 years ago
- My personal PyTorch framework for multivariate time series forecasting.☆88Updated last month
- ☆90Updated 4 months ago
- Paper collection for graph based models in finance application☆102Updated 3 years ago
- ☆26Updated 5 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆81Updated 2 years ago