MingyuJ666 / StockagentLinks
[Preprint] Large Language Model-based Stock Trading in Simulated Real-world Environments
☆213Updated 3 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☆630Updated 9 months ago
- TradingAgents: Multi-Agents LLM Financial Trading Framework☆328Updated this week
- ☆211Updated 9 months ago
- Code release for "Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models" https://arxiv.org/abs/2…☆137Updated last year
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆211Updated last month
- [EMNLP 2024] CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading https://aclanthology.org/2024.emnlp-main…☆101Updated 6 months ago
- ☆41Updated 9 months ago
- Pilot For Your Next Fund Investment☆132Updated 2 weeks ago
- Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents" arXiv:2502.07393☆70Updated 3 months ago
- Alpha Agent: A Multi-Agent Based Framework for Alpha Research in Quantitative Investment☆29Updated 6 months ago
- A Stock Price prediction system using LLM and Multi-agent-system☆24Updated last year
- HedgeAgents: A Balanced-aware Multi-agent Financial Trading System☆14Updated last year
- Awesome financial time series forecasting papers and codes☆118Updated 3 weeks ago
- Repository for "StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series" accepted by AAAI…☆70Updated last year
- [WWW'2024] "FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model"☆94Updated 2 months ago
- ☆43Updated 7 months ago
- This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)", currently unde…☆237Updated last month
- ☆604Updated 2 months ago
- Data and Model implementation for paper: FinDKG: Dynamic Knowledge Graph with Large Language Models for Global Finance☆139Updated 10 months ago
- This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling finan…☆51Updated 3 weeks ago
- ☆126Updated 6 months ago
- The legacy version of QuantCoder, containing core workflows for transforming finance research into trading strategies and generating code…☆69Updated 2 months ago
- Finance specialized RAG System for the ACM-ICAIF '24 Competition.☆43Updated 6 months ago
- FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting☆67Updated last week
- Implementation of the paper: WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engin…☆85Updated last year
- FNSPID: A Comprehensive Financial News Dataset in Time Series☆223Updated last week
- A collection and review of top CS conference papers in AI for Finance☆48Updated 6 months ago
- This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning …☆718Updated 3 months ago
- Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative Trading☆50Updated 4 months ago
- 🥇 A curated list of awesome large language models in finance(FinLLMs), including papers,models,datasets and codebases. 金融大模型列表，特别是中英双语大模…☆42Updated 4 months ago