├── .gitignore ├── .vscode └── settings.json ├── LICENSE ├── README.md ├── README_old.md ├── Source ├── DataBase │ ├── DB_API.py │ └── Start_DB_Server.py ├── FetchData │ ├── Fetch_Data_Media_Twitter.py │ ├── Fetch_Data_News_US.py │ ├── Fetch_Data_Stock_CHN_Daily.py │ ├── Fetch_Data_Stock_CHN_Monthly.py │ ├── Fetch_Data_Stock_CHN_StockList.py │ ├── Fetch_Data_Stock_CHN_Weekly.py │ ├── Fetch_Data_Stock_HK_Daily.py │ ├── Fetch_Data_Stock_US_Daily.py │ ├── Fetch_Data_Stock_US_Earning.py │ ├── Fetch_Data_Stock_US_Monthly.py │ ├── Fetch_Data_Stock_US_Short.py │ ├── Fetch_Data_Stock_US_StockList.py │ └── Fetch_Data_Stock_US_Weekly.py ├── ReinforcementLearning │ ├── Literatures │ │ ├── 0dbb876b6cb8698603dbc236fb8bdac201f323f4.pdf │ │ ├── database_composition.pdf │ │ ├── deep_reinforcement_learning_for_pairs_traing_using_actor_critic.pdf │ │ └── rdpg.pdf │ ├── README.md │ ├── agent.py │ ├── environment.py │ └── runner.py ├── StockPrediction │ ├── Literatures │ │ ├── Molina-StockTradingWithRecurrentReinforcementLearning.pdf │ │ ├── The Elements of Statistical Learning.pdf │ │ ├── Wide & Deep Learning for Recommender Systems.pdf │ │ └── stock_hmm.pdf │ ├── Stock_Prediction_Base.py │ ├── Stock_Prediction_Data_Processing.py │ ├── Stock_Prediction_Model_DBN.py │ ├── Stock_Prediction_Model_Random_Forrest.py │ ├── Stock_Prediction_Model_Stateless_LSTM.py │ ├── Stock_Prediction_Model_XgBoost.py │ ├── Stock_Prediction_Recommand_System.py │ ├── Stock_Prediction_Run.py │ └── copy.sh ├── StockProcessing │ ├── Correlation_Stock_US.py │ ├── Filter_Stock_CHN.py │ ├── Filter_Stock_CHN_1.py │ ├── Filter_Stock_Cashflow_CHN.py │ └── Filter_Stock_US.py ├── Utility │ ├── fix_yahoo_finance.py │ ├── python-twitter │ │ └── twitter │ │ │ ├── __init__.py │ │ │ ├── _file_cache.py │ │ │ ├── api.py │ │ │ ├── error.py │ │ │ ├── models.py │ │ │ ├── parse_tweet.py │ │ │ ├── ratelimit.py │ │ │ └── twitter_utils.py │ └── utils.py └── main.py └── config.ini /.gitignore: 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