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AI Stock Trading System by Reinforcement Learning and Natural Language Processing

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OliverJoo/AI_Stocktrading_Reinforcementlearning

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Crawling

Crawling

 
 

Data

Data

 
 

MDL

MDL

 
 

Prep

Prep

 
 

Strategy

Strategy

 
 

.gitignore

.gitignore

 
 

.gitmodules

.gitmodules

 
 

README.md

README.md

 
 

__init__.py

__init__.py

 
 

requirements.txt

requirements.txt

 
 

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AI Stock Trading with Reinforcement Learning + MySQL

  • Package structure

    • ├── Crawling
    • │ ├── FinancialStatement
    • │ ├── newsSpider
    • │ │ ├── newsSpider
    • │ │ │ ├── spiders
    • │ ├── Twitter
    • ├── Data
    • ├── MDL
    • │ ├── RLTrading
    • │ ├── SentimentAnalysis
    • ├── Prep
    • ├── Strategy
    • ├── requirements.txt
    • └── README.md

  • Project Folder

    • Crawl: Crawling News, Twitter, Financial Statements
    • Data: Temporary file to manipulate date for test
    • MDL: Reinforcement MDLing & Sentiment Analysis
    • Prep: Preprocessing for Nature Language Processing
    • Strategy: Stock Filtering or identifying outliers from Financial Statements

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AI Stock Trading System by Reinforcement Learning and Natural Language Processing

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mysql python reinforcement-learning sentiment-analysis scrapy-spider cnn dnn lstm stock-market stock-trading snscrape

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