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doubleensembleml's Introduction

AM218-Spring Group 1 Project

Data

Raw Data

数据集中包含从Quandl上调用的几个加密货币的价格信息,在实际项目中只使用了Bitcoin的数据

Preprocessing of Data

在./Data/data_factor 目录下的数据为经过预处理的数据。在./report/preprocessing.ipynb文件中,是项目最终的预处理过程,产生的./report/mybtc.csv是最终用到的数据。

Model

Logistic Regression

目录.\LR\lr.ipynb下为应用逻辑回归预测股票趋势的结果

目录.\LR\LogisticRegression.py 为自己实现的逻辑回归模型

Decision Tree & Random Forest

.\rf\

DoubleEnsemble

模型实现在.\src\final_mdoel.py

最终模型的预测在 .\src\doubleensemble.ipynb

Backtest

回测文件为.\backtest\myback.py

doubleensembleml's People

Contributors

bianbingrui avatar lakerlzm avatar sjtujerry avatar zedrover avatar

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