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packages's Introduction

Packages

基于Python的一站式量化研究工具箱

数据部分

  • DataSource 支持A股行情数据、财务及衍生数据、一致预期数据的提取、加工。几乎所有的数据都可以通过统一的API(DataSource.load_factor)来提取。
  • StockUniverse 支持市场上主流指数的成分股及其权重的提取,由Wind底层数据库驱动。支持交、并、补等集合运算, 例如StockUniverse('000300 + 000905')代表沪深300与中证500指数的合集。
  • 集成多个财务数据处理函数,包括但不限于TTM、LatestPeriod、LastNPeriods

模型部分

  • SingleFactorTest模块提供了单因子测试的完成流程,包括数据清洗、分组测试、绩效统计、风险分析等。支持设置文件方式启动,批量因子测试。

packages's People

Contributors

wanhanwan avatar

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