numpyarange3

NumpyRange3 is a Python library designed to extend the functionality of the NumPy library, specifically focusing on generating sequences of numbers. It provides an alternative to NumPy's built-in arange function, offering additional features and optimizations for certain use cases. NumpyRange3 is particularly useful in scientific computing, data analysis, and machine learning, where efficient generation of numerical sequences is crucial.

The library introduces the range3 function, which generates sequences of numbers with a specified start, stop, and step value. Unlike NumPy's arange, range3 offers improved performance for large sequences by leveraging more efficient algorithms and data structures. Additionally, range3 supports floating-point numbers, making it versatile for a wide range of applications.

NumpyRange3 also includes utility functions for working with sequences, such as linspace3 for generating linearly spaced numbers and logspace3 for generating logarithmically spaced numbers. These functions provide similar functionality to NumPy's linspace and logspace, but with enhanced performance and additional features.

The library is designed to be compatible with NumPy, allowing users to seamlessly integrate NumpyRange3 into their existing codebases. It is also optimized for performance, making it suitable for use in performance-critical applications. NumpyRange3 is open-source and available on GitHub, with a community of contributors actively maintaining and improving the library.