AI-Trade-Bot
所属分类：金融证券系统
开发工具：Jupyter Notebook
文件大小：210KB
下载次数：0
上传日期：2020-09-08 14:47:31
上 传 者：
sh-1993
说明： 基于新闻情绪分析和人工智能交易机器人的股市预测
(Stock Market Prediction Using News Sentiment Analysis and AI Trade Bot)
文件列表:
CNN+_LSTM.ipynb (77458, 2020-09-08)
LSTM_Dense_model_run.ipynb (86366, 2020-09-08)
Reinforcement Learning Model.ipynb (240173, 2020-09-08)
Trading with Close Price.ipynb (32388, 2020-09-08)
Trading with Open Price only.ipynb (28715, 2020-09-08)
Trading with Open and Close Price combination.ipynb (36946, 2020-09-08)
Trading with hyperparameter tuning- final model.ipynb (43298, 2020-09-08)
scrap-news.py (3286, 2020-09-08)
stock-yahoo.py (2503, 2020-09-08)
# AI-Trade-Bot
Stock Market Prediction Using News Sentiment Analysis and AI Trade Bot
Stock-yahoo.py uses Selenium webdriver automation script in python to extract the data using the HTML tags on the website.
It opens the chrome browser, visits all the websites listed, and store the data in the given destination.
Scrap-news.py uses BeautifulSoup python package to extract tabular form data from news website everyday.
CNN+LSTM model is designed to predict the stock price.
Dense+LSTM model is designed to predict the stock price.
Trading with different stock prices along with hyperparameter tuning to achive optimum profit can be seen.
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