timothewt / SP100AnalysisWithGNNsLinks
S&P100 stocks analysis via Graph Neural Networks (Forecasting, Clustering, Trend classification, Stocks ranking for optimal stock picking)
☆30Updated last year
Alternatives and similar repositories for SP100AnalysisWithGNNs
Users that are interested in SP100AnalysisWithGNNs are comparing it to the libraries listed below
Sorting:
- ☆9Updated 4 years ago
- ☆18Updated 4 years ago
- ☆21Updated 11 months ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆53Updated 3 years ago
- Curated list of Graph Neural Network Applications in Business, Finance and Banking☆91Updated 10 months ago
- Financial time series forecasting with multi-modality graph neural network☆46Updated last year
- Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks☆53Updated 3 years ago
- Code for Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting☆41Updated 3 years ago
- ☆15Updated 4 years ago
- FinGAT: A Financial Graph Attention Networkto Recommend Top-K Profitable Stocks☆126Updated 3 years ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆44Updated last year
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆84Updated last year
- Paper collection for graph based models in finance application☆105Updated 4 years ago
- ☆53Updated 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…☆21Updated last year
- ☆65Updated 4 years ago
- ☆54Updated 3 years ago
- ☆18Updated 3 years ago
- Open code for PriceGraph☆71Updated last year
- ☆66Updated 2 years ago
- Final project repo for UCLA CS 267A☆14Updated 4 years ago
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆46Updated 3 years ago
- A stock prediction based on correlation adjencency matrix grapha and combinantion of gnn and lstm☆36Updated 2 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆129Updated 3 years ago
- This repository contains code and notebooks for a project focused on cryptocurrency price prediction. The project aims to explore and com…☆18Updated 6 months ago
- ☆26Updated 5 years ago
- Implementation of AAAI-24 CI-STHPAN: Pre-Trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergrap…☆1Updated 11 months ago
- This is the repository for the collection of Graph Neural Network for Financial Technology.☆28Updated 3 years ago
- GCNET: graph-based prediction of stock price movement using graph convolutional network☆9Updated 3 years ago
- A curated list of time series prediction resources.☆53Updated 3 years ago