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@@ -7,6 +7,7 @@ With the power of the latest artificial intelligence research, people analyze &
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## Contents
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- [Agents](#agents)
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- [LLMs](#llms)
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- [Papers](#papers)
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- [Courses & Books](#courses--books)
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@@ -27,8 +28,16 @@ With the power of the latest artificial intelligence research, people analyze &
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- [Articles](#articles)
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- [Others](#others)
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## Agents
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- [TradingAgents](https://github.com/TauricResearch/TradingAgents) - Multi-Agents LLM Financial Trading Framework.
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- 🌟 [FinRobot](https://github.com/AI4Finance-Foundation/FinRobot) - An Open-Source AI Agent Platform for Financial Analysis using LLMs.
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## LLMs
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- 🌟 [AI Hedge Fund](https://github.com/virattt/ai-hedge-fund) - Explore the use of AI to make trading decisions.
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- 🌟🌟 [MarS](https://github.com/microsoft/MarS) - A Financial Market Simulation Engine Powered by Generative Foundation Model.
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- 🌟🌟 [Financial Statement Analysis with Large Language Models](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4835311) - GPT-4 can outperform professional financial analysts in predicting future earnings changes, generating useful narrative insights, and resulting in superior trading strategies with higher Sharpe ratios and alphas, thereby suggesting a potential central role for LLMs in financial decision-making.
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- [PIXIU](https://github.com/chancefocus/PIXIU) - An open-source resource providing a financial large language model, a dataset with 136K instruction samples, and a comprehensive evaluation benchmark.
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- [FinGPT](https://github.com/AI4Finance-Foundation/FinGPT) - Provides a playground for all people interested in LLMs and NLP in Finance.
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- [MACD + RSI + ADX Strategy (ChatGPT-powered) by TradeSmart](https://www.tradingview.com/script/GxkUyJKW-MACD-RSI-ADX-Strategy-ChatGPT-powered-by-TradeSmart/ ) - Asked ChatGPT on which indicators are the most popular for trading. We used all of the recommendations given.
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@@ -93,6 +102,7 @@ Price and Volume process with Technology Analysis Indices
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- [qtrader](https://github.com/filangel/qtrader) - Reinforcement Learning for portfolio management.
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- [PGPortfolio](https://github.com/ZhengyaoJiang/PGPortfolio) - A Deep Reinforcement Learning framework for the financial portfolio management problem.
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- [DeepDow](https://github.com/jankrepl/deepdow) - Portfolio optimization with deep learning.
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- [skfolio](https://github.com/skfolio/skfolio) - Python library for portfolio optimization built on top of scikit-learn.
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### High Frequency Trading
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@@ -117,6 +127,7 @@ Price and Volume process with Technology Analysis Indices
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### Technical Analysis
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- [QTradeX](https://github.com/squidKid-deluxe/QTradeX-Algo-Trading-SDK) - A powerful and flexible Python framework for designing, backtesting, optimizing, and deploying algotrading bots
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- [quant-trading](https://github.com/je-suis-tm/quant-trading) - Python quantitative trading strategies.
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- [Gekko-Bot-Resources](https://github.com/cloggy45/Gekko-Bot-Resources) - Gekko bot resources.
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- [gekko_tools](https://github.com/tommiehansen/gekko_tools) - Gekko strategies, tools etc.
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@@ -149,6 +160,7 @@ Price and Volume process with Technology Analysis Indices
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- 🌟 [Quandl](https://www.quandl.com/tools/api) - Get millions of financial and economic dataset from hundreds of publishers via a single free API.
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- [yahoo-finance](https://github.com/lukaszbanasiak/yahoo-finance) - Python module to get stock data from Yahoo! Finance.
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- [Tushare](https://github.com/waditu/tushare) - Crawling historical data of Chinese stocks.
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- [Financial Data](https://financialdata.net/) - Stock Market and Financial Data API.
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#### Crypto Currencies
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@@ -174,6 +186,7 @@ For Back Test & Live trading
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**System**
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- 🌟🌟🌟 [OpenBB](https://github.com/OpenBB-finance/OpenBB) - AI-powered opensource research and analytics workspace.
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- 🌟🌟 [zipline](https://github.com/quantopian/zipline) - A python algorithmic trading library.
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- 🌟 [TradingView](http://tradingview.com/) - Get real-time information and market insights.
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- [rqalpha](https://github.com/ricequant/rqalpha) - A extendable, replaceable Python algorithmic backtest & trading framework.
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@@ -253,3 +266,6 @@ Do it in real world!
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- [awesome-quant](https://github.com/wilsonfreitas/awesome-quant) - A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance).
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- [FinancePy](https://github.com/domokane/FinancePy) - A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.
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- [Explore Finance Service Libraries & Projects](https://kandi.openweaver.com/explore/financial-services#Top-Authors) - Explore a curated list of Fintech popular & new libraries, top authors, trending project kits, discussions, tutorials & learning resources on kandi.
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[aiinfinance.md Github](https://github.com/georgezouq/awesome-ai-in-finance
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)
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