update lists
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@@ -12,6 +12,7 @@ the research, tools and code that people use to beat the market.</p>
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<p>[<a href="./chinese.md">中文资源</a>]</p>
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<h2 id="contents">Contents</h2>
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<ul>
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<li><a href="#agents">Agents</a></li>
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<li><a href="#llms">LLMs</a></li>
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<li><a href="#papers">Papers</a></li>
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<li><a href="#courses--books">Courses & Books</a></li>
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@@ -35,8 +36,29 @@ Strategies</a></li>
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<li><a href="#articles">Articles</a></li>
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<li><a href="#others">Others</a></li>
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</ul>
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<h2 id="agents">Agents</h2>
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<ul>
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<li><a
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href="https://github.com/TauricResearch/TradingAgents">TradingAgents</a>
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- Multi-Agents LLM Financial Trading Framework.</li>
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<li>🌟 <a
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href="https://github.com/AI4Finance-Foundation/FinRobot">FinRobot</a> -
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An Open-Source AI Agent Platform for Financial Analysis using LLMs.</li>
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</ul>
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<h2 id="llms">LLMs</h2>
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<ul>
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<li>🌟 <a href="https://github.com/virattt/ai-hedge-fund">AI Hedge
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Fund</a> - Explore the use of AI to make trading decisions.</li>
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<li>🌟🌟 <a href="https://github.com/microsoft/MarS">MarS</a> - A
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Financial Market Simulation Engine Powered by Generative Foundation
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Model.</li>
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<li>🌟🌟 <a
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href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4835311">Financial
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Statement Analysis with Large Language Models</a> - GPT-4 can outperform
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professional financial analysts in predicting future earnings changes,
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generating useful narrative insights, and resulting in superior trading
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strategies with higher Sharpe ratios and alphas, thereby suggesting a
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potential central role for LLMs in financial decision-making.</li>
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<li><a href="https://github.com/chancefocus/PIXIU">PIXIU</a> - An
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open-source resource providing a financial large language model, a
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dataset with 136K instruction samples, and a comprehensive evaluation
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@@ -222,6 +244,8 @@ Deep Reinforcement Learning framework for the financial portfolio
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management problem.</li>
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<li><a href="https://github.com/jankrepl/deepdow">DeepDow</a> -
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Portfolio optimization with deep learning.</li>
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<li><a href="https://github.com/skfolio/skfolio">skfolio</a> - Python
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library for portfolio optimization built on top of scikit-learn.</li>
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</ul>
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<h3 id="high-frequency-trading">High Frequency Trading</h3>
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<ul>
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@@ -273,6 +297,10 @@ href="https://github.com/llSourcell/bitcoin_prediction">bitcoin_prediction</a>
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<h3 id="technical-analysis">Technical Analysis</h3>
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<ul>
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<li><a
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href="https://github.com/squidKid-deluxe/QTradeX-Algo-Trading-SDK">QTradeX</a>
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- A powerful and flexible Python framework for designing, backtesting,
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optimizing, and deploying algotrading bots</li>
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<li><a
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href="https://github.com/je-suis-tm/quant-trading">quant-trading</a> -
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Python quantitative trading strategies.</li>
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<li><a
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@@ -345,6 +373,8 @@ href="https://github.com/lukaszbanasiak/yahoo-finance">yahoo-finance</a>
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- Python module to get stock data from Yahoo! Finance.</li>
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<li><a href="https://github.com/waditu/tushare">Tushare</a> - Crawling
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historical data of Chinese stocks.</li>
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<li><a href="https://financialdata.net/">Financial Data</a> - Stock
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Market and Financial Data API.</li>
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</ul>
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<h4 id="crypto-currencies">Crypto Currencies</h4>
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<ul>
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@@ -384,6 +414,8 @@ trader.</li>
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<h3 id="traditional-market">Traditional Market</h3>
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<p><strong>System</strong></p>
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<ul>
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<li>🌟🌟🌟 <a href="https://github.com/OpenBB-finance/OpenBB">OpenBB</a>
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- AI-powered opensource research and analytics workspace.</li>
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<li>🌟🌟 <a href="https://github.com/quantopian/zipline">zipline</a> - A
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python algorithmic trading library.</li>
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<li>🌟 <a href="http://tradingview.com/">TradingView</a> - Get real-time
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@@ -544,3 +576,6 @@ Finance Service Libraries & Projects</a> - Explore a curated list of
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Fintech popular & new libraries, top authors, trending project kits,
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discussions, tutorials & learning resources on kandi.</li>
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</ul>
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<p><a
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href="https://github.com/georgezouq/awesome-ai-in-finance">aiinfinance.md
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Github</a></p>
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