HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction
☆167Dec 2, 2019Updated 6 years ago
Alternatives and similar repositories for hats
Users that are interested in hats are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆59Aug 17, 2021Updated 4 years ago
- ☆58Oct 29, 2021Updated 4 years ago
- Code for paper "Temporal Relational Ranking for Stock Prediction"☆522Mar 4, 2021Updated 5 years ago
- ☆53Jul 30, 2020Updated 5 years ago
- Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019☆185Sep 7, 2019Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Open code for PriceGraph☆74May 5, 2024Updated last year
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆135Apr 20, 2022Updated 3 years ago
- This is the project for deep learning in stock market prediction.☆230Dec 23, 2024Updated last year
- ☆19May 22, 2021Updated 4 years ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆43Jun 13, 2021Updated 4 years ago
- Final project repo for UCLA CS 267A☆13Aug 29, 2020Updated 5 years ago
- ☆16Oct 6, 2021Updated 4 years ago
- ☆110Jun 8, 2021Updated 4 years ago
- Code for stock movement prediction from tweets and historical stock prices.☆229Mar 6, 2019Updated 7 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆46Apr 13, 2022Updated 3 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆49Jul 20, 2021Updated 4 years ago
- Price prediction for Crypto, Stock, and Index using Hybrid Graph Attention Network (GAT) and Long Short-Term Memory (LSTM) models on PyTo…☆20Dec 15, 2023Updated 2 years ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆50Sep 18, 2023Updated 2 years ago
- ☆27Feb 14, 2019Updated 7 years ago
- ☆58Mar 8, 2020Updated 6 years ago
- The source code and data of the paper "HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Infor…☆295Jan 13, 2023Updated 3 years ago
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Dec 20, 2017Updated 8 years ago
- Creating a graph that summarizes correlations between stocks and using a Graph Neural Network to encode that information to be utilized i…☆18May 19, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆18Jan 7, 2019Updated 7 years ago
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆31May 1, 2022Updated 3 years ago
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆55Apr 24, 2022Updated 3 years ago
- New non-Gatech GitHub☆12Dec 8, 2021Updated 4 years ago
- [ACL 2021-Findings] Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading."☆123Sep 11, 2021Updated 4 years ago
- Multi-scale Two-way Deep Neural Network☆43Oct 22, 2020Updated 5 years ago
- Deep direct reinforcement learning for financial signal representation and trading☆31Oct 7, 2020Updated 5 years ago
- TensorFlow implementation of Z. Hu et al. "Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Predict…☆29Sep 5, 2024Updated last year
- FinGAT: A Financial Graph Attention Networkto Recommend Top-K Profitable Stocks☆132Jul 6, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Automated FOREX trading using recurrent reinforcement learning☆35Dec 8, 2022Updated 3 years ago
- Datasets, papers and books on AI & Finance.☆1,492Jun 28, 2022Updated 3 years ago
- ☆133Apr 1, 2019Updated 7 years ago
- Fintech literature, including journal, conference, book and useful links☆101Aug 27, 2022Updated 3 years ago
- This repository relates to the paper "Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Oppor…☆22Jul 19, 2021Updated 4 years ago
- A comprehensive dataset for stock movement prediction from tweets and historical stock prices.☆675Mar 6, 2019Updated 7 years ago
- A stock prediction based on correlation adjencency matrix grapha and combinantion of gnn and lstm☆39Mar 30, 2023Updated 3 years ago