NumPy is a Windows tool for adding new functionality to Python. It allows users to create and manipulate multidimensional arrays as well as perform various mathematical operations. There are instruments for statistical analysis as well.
Main purpose
This development library can be used in a wide range of scientific applications, including machine learning, image processing and signal calculation. NumPy arrays are designed for maximum compatibility and high performance.
Complex linear algebra operations are supported. Additionally, you can calculate statistical functions and broadcast finished arrays.
Other scientific Python tools like PsychoPy are available for download.
Advantages
NumPy is a well established and mature library that has been popular among scientists for many years. Multidimensional arrays are implemented in the C programming language, which makes them very fast. Moreover, advanced techniques such as memory caching and vectorized operations are utilized to further improve the performance.
The main interface is simple and intuitive. Detailed descriptions of all commands with usage examples are available in the included documentation.
Features
- free to download and use;
- offers you a Python library for working with multidimensional arrays;
- iti is possible to calculate a wide range of linear algebra functions;
- supports memory caching and vectorized operations;
- compatible with all modern versions of Windows.
