NumPy is a Python library that provides efficient tools for working with arrays and numerical data. Developers use it to perform mathematical operations, data manipulation, and scientific computing tasks on large datasets with significantly better performance than Python's built-in data structures. It serves as the foundation for most other scientific Python packages like pandas, SciPy, and scikit-learn.

Travis E. Oliphant et al.