JinanZou / Astock
Astock
☆225Updated last year
Alternatives and similar repositories for Astock:
Users that are interested in Astock are comparing it to the libraries listed below
- This is the project for deep learning in stock market prediction.☆219Updated 3 months ago
- Top paper collection for stock price prediction, quantitative trading. Covering top conferences and journals like KDD, WWW, CIKM, AAAI, I…☆287Updated 2 months ago
- Official implementation for AAAI2025: AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha Factors☆152Updated 6 months ago
- Papers for AI + quantitative investment☆108Updated 6 months ago
- ☆62Updated 2 years ago
- This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Fo…☆280Updated 3 months ago
- LOBCAST is a Python-based open-source framework for stock market trend forecasting using Limit Order Book (LOB) data. 🤖📈☆95Updated 10 months ago
- Code for stock movement prediction from tweets and historical stock prices.☆213Updated 6 years ago
- This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.☆121Updated 3 months ago
- Fintech literature, including journal, conference, book and useful links☆92Updated 2 years ago
- X-Trend: Few-Shot Learning Patterns in Financial Time-Series for Trend-Following Strategies☆75Updated last year
- 🚂💨 Deep Momentum Networks for Time Series Strategies☆117Updated 4 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…☆258Updated 2 years ago
- Code for paper "Temporal Relational Ranking for Stock Prediction"☆476Updated 4 years ago
- This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.o…☆511Updated last year
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆86Updated 2 weeks ago
- Reimplementation of Paper: (Re-)Imag(in)ing Price Trends☆56Updated 7 months ago
- Benchmark Dataset of Limit Order Book in China Markets☆200Updated 4 years ago
- Code for paper "Enhancing Stock Movement Prediction with Adversarial Training" IJCAI 2019☆171Updated 5 years ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆62Updated last year
- Open code for PriceGraph☆69Updated 10 months ago
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆275Updated last year
- StockFormer: A Swing Trading Strategy Based on STL Decomposition and Self-Attention Networks☆103Updated 10 months ago
- Code relating to the paper - Stock Embeddings: Learning Distributed Representations for Financial Assets☆72Updated 3 months ago
- PyTorch implementation for Paper "StockFormer: Learning Hybrid Trading Machines with Predictive Coding".☆278Updated 10 months ago
- Recurrent Neural Network for predicting Stock Returns☆119Updated 3 years ago
- ☆169Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆92Updated 3 months ago
- ☆101Updated 3 years ago
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks☆127Updated 2 years ago