What is Numpy ?
What is NumPy?
NumPy is a powerful Python library for numerical computing, offering high-performance multidimensional arrays and tools for mathematical operations.
Core Features
- Efficient handling of large data arrays
- Support for mathematical and statistical operations
- Integration with other scientific computing libraries
- Vectorized operations for high-speed calculations
- Broadcasting mechanism for flexible operations
Why is NumPy Fast?
NumPy is optimized with precompiled C code, enabling rapid element-wise operations without explicit loops.
Who Uses NumPy?
NumPy is widely used in fields like data science, artificial intelligence, machine learning, and scientific research.