NumPy

Posted 3 months ago

NumPy offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more. NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays. NumPy supports a wide range of hardware and computing platforms and plays well with distributed, GPU, and sparse array libraries.

The core of NumPy is well-optimized C code. Enjoy the flexibility of Python with the speed of compiled code. NumPy’s high-level syntax makes it accessible and productive for programmers from any background or experience level. NumPy is Distributed under a liberal BSD license. It's developed and maintained publicly on GitHub by a vibrant, responsive, and diverse community.

NumPy brings computational power like C and Fortran to Python:

  • Quantum Computing
  • Statistical Computing
  • Signal Processing
  • Image Processing
  • Graphs and Networks
  • Astronomy Processes
  • Cognitive Psychology
  • Bioinformatics
  • Bayesian Inference
  • Mathematical Analysis
  • Chemistry
  • Geoscience
  • Geographic Processing
  • Architecture & Engineering