jwwthu / DL4Stock
This is the project for deep learning in stock market prediction.
☆219Updated 3 months ago
Alternatives and similar repositories for DL4Stock:
Users that are interested in DL4Stock are comparing it to the libraries listed below
- Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019☆171Updated 5 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆128Updated 2 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…☆261Updated 2 years ago
- The code and datasets of "Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction"☆53Updated 3 years ago
- Code for paper "Temporal Relational Ranking for Stock Prediction"☆479Updated 4 years ago
- Open code for PriceGraph☆71Updated 11 months ago
- ☆102Updated 3 years ago
- Fintech literature, including journal, conference, book and useful links☆92Updated 2 years ago
- Reproduce AAAI22-FactorVAE☆60Updated last year
- A Pytorch implementation of paper "Temporal Relational Ranking for Stock Prediction"☆45Updated 3 years ago
- Reimplementation of Paper: (Re-)Imag(in)ing Price Trends☆58Updated 8 months ago
- ☆63Updated 4 years ago
- HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction☆159Updated 5 years ago
- ☆49Updated 3 years ago
- ☆52Updated 4 years ago
- Papers for AI + quantitative investment☆112Updated 7 months ago
- 🚂💨 Deep Momentum Networks for Time Series Strategies☆118Updated 4 years ago
- PyTorch implementation of FactorVAE☆63Updated 4 months ago
- Intra day Stock Prediction 10 minutes into the future☆104Updated 5 years ago
- Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, I…☆296Updated 3 months ago
- Astock☆226Updated last year
- This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Fo…☆302Updated 4 months ago
- ☆65Updated 2 years ago
- ☆145Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆93Updated 3 months ago
- FinGAT: A Financial Graph Attention Networkto Recommend Top-K Profitable Stocks☆124Updated 3 years ago
- In this project, we will compare two algorithms for stock prediction. First, we will utilize the Long Short Term Memory(LSTM) network to …☆246Updated 3 years ago
- Code release for "Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction" https://a…☆95Updated 9 months ago
- LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data. 🤖📈☆96Updated 11 months ago
- This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.☆123Updated 4 months ago