Harryx2019 / CI-STHPAN
Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph
☆43Updated 7 months ago
Alternatives and similar repositories for CI-STHPAN:
Users that are interested in CI-STHPAN are comparing it to the libraries listed below
- ☆62Updated 2 years ago
- 复现AAAI-21-STHAN-SR☆10Updated last year
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆39Updated 3 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆23Updated 3 years ago
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆73Updated 10 months ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆52Updated 3 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆50Updated 2 years ago
- ☆14Updated 9 months ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆28Updated last year
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆39Updated 3 years ago
- Open code for PriceGraph☆68Updated 9 months ago
- Reproduce AAAI22-FactorVAE☆56Updated last year
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆20Updated last year
- MATCC: A Novel Approach for Robust Stock Price Prediction Incorporating Market Trends and Cross_time Correlations☆34Updated 3 months ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆126Updated 2 years ago
- ☆49Updated 2 years ago
- ☆54Updated 3 years ago
- ☆19Updated 3 years ago
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆43Updated 2 years ago
- PyTorch implementation of FactorVAE☆59Updated 3 months ago
- Awesome financial time series forecasting papers and codes☆35Updated last month
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆91Updated last month
- ☆46Updated 11 months ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆90Updated 7 months ago
- ☆28Updated last month
- Official Implementation of SimStock : Representation Model for Stock Similarities☆74Updated 8 months ago
- A study on volume-price factor stock selection model based on wavelet transform and multitask self-attention network☆65Updated 7 months ago
- Financial time series forecasting with multi-modality graph neural network☆41Updated last year
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆41Updated last year
- ☆37Updated 2 weeks ago