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股票自动交易员:包含股票知识、策略实例、机器学习、深度学习、C++部署和聚宽实例代码等,可以方便学习、模拟及实盘交易

License: Apache License 2.0

Python 14.84% Jupyter Notebook 85.16%

ai_quant_trade's Introduction

股票自动交易员

ENGLISH VERSION

License Python-Version

文档 | 数据处理 | 聚宽样例

核心功能

ai_quant_trade工具的目标意在提供一款集量化炒股知识、工具及实盘炒股为一体的 工具,如下特性将逐步完善并加入:

  • docs: 常见炒股知识及策略
  • egs_data: 数据获取及存储,包括股票信息和消息信息,及数据库使用等
  • egs_mdl: 包含机器学习、深度学习、强化学习和图神经网络等的自动炒股模型, 利用NLP进行消息面分析等,主要用于本地模拟、分析及实盘
  • egs_聚宽:主要包含 聚宽平台 的 使用样例,通过该平台可以方便的进行回测、模拟盘及实盘交易 (后续也将加入 其它常见平台的实例)
  • egs_tools: 基础知识请访问 ai_wiki , 包括windows, linux, shell, vim, markdown,python, c++,机器学习数学基础, leetcode(c++, python),机器学习、 深度学习、强化学习、图神经网络,语音识别、NLP和图像识别等基础知识
  • quant_net: 包含机器学习、深度学习、强化学习和图神经网络等的自动炒股模型 的核心算法库
  • runtime:包含C++代码,用于模型的部署和实际使用,提供流式实时股票趋势预测 等服务
  • tools: 辅助工具等

技术支持

欢迎在 Github Issues 中提交问题。

ai_quant_trade's People

Contributors

charliedream1 avatar

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