MingyuJ666 / StockagentLinks
[Preprint] Large Language Model-based Stock Trading in Simulated Real-world Environments
☆345Updated 7 months ago
Alternatives and similar repositories for Stockagent
Users that are interested in Stockagent are comparing it to the libraries listed below
Sorting:
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design☆727Updated last year
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆266Updated 5 months ago
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆101Updated 3 months ago
- This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)", currently unde…☆289Updated 5 months ago
- ☆59Updated last year
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆96Updated 6 months ago
- [EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://aclanthology.org/2024.emnlp-main…☆127Updated 9 months ago
- Alpha Agent: A Multi-Agent Based Framework for Alpha Research in Quantitative Investment☆49Updated 2 months ago
- ☆138Updated 10 months ago
- ☆49Updated last month
- ☆40Updated 6 months ago
- Astock☆232Updated 2 years ago
- Resources☆228Updated last year
- AlphaAgent is an autonomous alpha mining framework.☆65Updated 2 months ago
- Pilot for Your Next Fund Investment☆160Updated 2 months ago
- Multi-Agent Generative Trading System☆35Updated 5 months ago
- ☆681Updated 5 months ago
- Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2…☆151Updated last year
- A Stock Price prediction system using LLM and Multi-agent-system☆26Updated last year
- Codes and data for paper "Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?".☆24Updated last month
- Using Transformer deep learning architecture to predict stock prices.☆252Updated 9 months ago
- AI multi-agent system for comprehensive Bitcoin (BTC) analysis, combining financial news, market performance, and AI-driven price predict…☆45Updated 4 months ago
- The legacy version of QuantCoder, containing core workflows for transforming finance research into trading strategies and generating code…☆75Updated 5 months ago
- Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".☆318Updated last year
- A financial chat application powered by LangChain, OpenBB, and Claude 3 Opus.☆180Updated last month
- Build your autonomous hedge fund in minutes. AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysi…☆137Updated this week
- FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting☆96Updated 3 weeks ago
- HedgeAgents: A Balanced-aware Multi-agent Financial Trading System☆21Updated last year
- This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning …☆771Updated 6 months ago
- Awesome time series forecasting papers and codes☆166Updated 2 weeks ago