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deep-stock: Deep Learning for Stock Market

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The following table is from Applications of deep learning in stock market prediction: recent progress(Table 14: List of articles with public code links.)

Method Link
Articial neural networks (ANN), decision trees(DT), and support vector machines (SVM) in R https://github.com/binweng/ShinyStock
State frequency memory (SFM) recurrent network https://github.com/z331565360/State-Frequency-Memory-stock-prediction
Hybrid attention network (HAN) https://github.com/gkeng/Listening-to-Chaotic-Whishpers--Code
A deep generative model named Stock-Net https://github.com/yumoxu/stocknet-code
Adversarial attentive LSTM https://github.com/fulifeng/Adv-ALSTM
Relational stock ranking (RSR) https://github.com/fulifeng/Temporal_Relational_Stock_Ranking
Hierarchical graph attention network (HATS) https://github.com/dmis-lab/hats
Deep Q-Network https://github.com/lee-jinho/DQN-global-stock-market-prediction/

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  • Tushare: 一个免费、开源的python财经数据接口包。
  • stocknet-dataset: A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
  • EarningsCall_Dataset: The earnings conference call dataset of S&P 500 companies
  • 新浪财经A股个股新闻数据: 新浪财经网全部A股的个股新闻数据;时间范围:2015-11-01 至2018-01-12;

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Deep Learning for Stock Market

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