V2EX scipy

Scipy

释义 Definition

SciPy 是一个基于 Python 的开源科学计算库,提供大量用于数值计算、优化、信号处理、统计、线性代数、积分、插值等任务的算法与工具,常与 NumPy 一起使用。(也常写作 SciPy,这里以 “scipy” 指代该库。)

发音 Pronunciation (IPA)

/sapa/

例句 Examples

I used SciPy to fit a curve to the data.
我用 SciPy 给数据做了曲线拟合。

Using SciPy’s optimization tools, the team minimized the loss function under several constraints and validated the result with statistical tests.
团队使用 SciPy 的优化工具在多个约束条件下最小化损失函数,并用统计检验验证结果。

词源 Etymology

SciPy 来自 Sci(science,科学)+ Py(Python 的常见缩写)。名称直观表达其定位:为 Python 生态提供“科学计算(Scientific Computing)”所需的核心算法与工具集。

相关词 Related Words

文学与著名作品 Literary & Notable Works

  • SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python(Nature Methods,2020)
  • SciPy Lecture Notes(面向科学计算的 SciPy 教学资料)
  • Python for Data Analysis(Wes McKinney)
  • Numerical Python: Scientific Computing and Data Science Applications with Numpy, SciPy and Matplotlib
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