다차원 배열, 행렬 데이터를 다루도록 설계된 파이썬 Open source 모듈.

제공하는 Linear algebra 관련 연산기능

• diag: diagonal elements
• dot: matrix multiplication
• trace: sum of the diagonal elements
• det: matrix determinant
• eig: eigenvalues and eigenvectors
• inv: Invertible matrix
• pinv: Moore–Penrose pseudoinverse
• qr: QR decomposition
• svd: Singular value decomposition
• solve: solve the linear system
• listsq: least-squares solution

관련정보

• A Visual Intro to NumPy and Data Representation 2019-07-26
• Using NumPy efficiently 2018-05-12
• NumPy와 C++ Extensions의 성능 비교 2018-05-12
• NumPy Cheat Sheet - Python for Data Science 2017-04-18
• Distributed NumPy on a Cluster with Dask Arrays 2017-01-17
• From Python to Numpy 2017-01-??
• NumPy Tutorial: Data analysis with Python 2016-10-19

Incoming Links #

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• Python for Data Analysis

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