Ajim63 / Attention-Based-Dynamic-Graph-Learning-Framework-for-Asset-PricingLinks
This is a tensorflow-keras implementation of our paper "Attention Based Dynamic Graph Learning Framework for Asset Pricing"
☆14Updated 3 years ago
Alternatives and similar repositories for Attention-Based-Dynamic-Graph-Learning-Framework-for-Asset-Pricing
Users that are interested in Attention-Based-Dynamic-Graph-Learning-Framework-for-Asset-Pricing are comparing it to the libraries listed below
Sorting:
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆41Updated 4 years ago
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Updated 5 years ago
- ☆56Updated 3 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆57Updated 4 years ago
- NECPlus☆22Updated last year
- ☆40Updated 2 years ago
- repository for accepted paper in BigData 2022 conference☆13Updated 2 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆54Updated 3 years ago
- ☆37Updated 3 years ago
- Open code for PriceGraph☆71Updated last year
- The source code and data of the paper "Instance-wise Graph-based Framework for Multivariate Time Series Forecasting".☆32Updated 3 years ago
- This is the GitHub repository for our publication "A new attention mechanism to classify multivariate time series", by Yifan Hao and Huip…☆29Updated this week
- ☆53Updated 5 years ago
- Code for Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading at WWW 2021☆20Updated 4 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆24Updated 4 years ago
- ☆21Updated last year
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆46Updated last year
- ☆40Updated 3 years ago
- ☆15Updated 4 years ago
- Crawl traffic data from PEMS☆10Updated 4 years ago
- [TheWebConf 2021] Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series☆34Updated 2 years ago
- ☆38Updated last year
- combine wavelet transform and attention mechanism for time series forecasting or classification☆29Updated 6 years ago
- A study of distance measures and learning methods for semi-supervised learning on time series data☆17Updated 4 years ago
- Code for the paper "Estimating Transfer Entropy via Copula Entropy"☆42Updated 2 years ago
- A stock prediction based on correlation adjencency matrix grapha and combinantion of gnn and lstm☆37Updated 2 years ago
- The official repository for paper Evaluating Financial Relational Graphs: Interpretation Before Prediction☆11Updated 7 months ago
- ☆18Updated 4 years ago
- Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022☆81Updated 2 years ago
- This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecastin…☆83Updated 6 months ago