响尾蛇:响尾蛇数字信号处理包

上传者: 42099987 | 上传时间: 2024-08-22 18:21:43 | 文件大小: 5.21MB | 文件类型: ZIP
描述 Diamondback是一个Python软件包,提供了数字信号处理(DSP)解决方案,并以通用,滤波器,接口,模型和转换的形式进行了组织。 响尾蛇旨在通过定义将数据进行分析,过滤,提取,建模和转换为可用于包括模式识别,特征提取和优化的应用程序的形式的组件来补充人工智能(AI)框架。 Diamondback还设计用于在经典信号处理解决方案中提供实用程序,包括通信,建模,信号识别和提取以及噪声消除。 文档以HTML格式提供,从响尾蛇软件包源中的文档字符串中提取,并且提供了jupyter笔记本来动态构造和使用响尾蛇组件,以方便进行实验和可视化。 细节 可扩展的工厂设计模式在许多组件中都有表达,而混合设计模式在属性定义中被广泛采用。 适当地支持自适应或静态形式的复杂或实数类型。 数据收集以本机类型(包括元组,集合,列表和字典)一致地表示,矢量和矩阵类型以numpy数组表示。 菱纹背响

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