Python libraries and packages play a crucial role in our daily machine learning. In this article, we will discuss Python libraries, Python packages, and toolkits for your convenience. A Python package is a set of Python modules and a Python library is a group of Python functions that aim to perform a specific task.
A library is a collection of pre-combined code that can be used to shorten the time needed for programming. Similar to physical libraries, libraries are collections of reusable resources, meaning that they are rooted in the source. Libraries are useful for accessing prescribed and frequently used code, rather than rewriting it each time.
Prominent Libraries in Python Programming:
- Python's standard library is extensive and offers a wide range of facilities, as the long table of contents below shows. The full list of built-in modules in the Python Standard Library can be found here. Two important functions are useful when examining the modules of the standard library: _ _ init _ _ () and _ _ lib _ _ ().
- Numpy is a useful Python package for a variety of universal programming tasks but it is especially important if you want to do machine learning, as it is part of the basis for libraries like TensorFlow. If you have at least a small Python programming experience, you know that you can use the DateTime module to manage time in applications. It is ideal for basic work modeled on Pendulum, a Python package that makes it easy to perform complex encodings with date and time.
- Numpy is a popular Python library for large multidimensional array and matrix processing by a large collection of high-level mathematical functions. NumPy is useful for linear algebra, Fourier transformation, and random numbers. High-end libraries like TensorFlow use NumPy to manipulate tensors.
- PyTorch is the most extensively used scientific computer package that leverages the power of graphic processors. is one of the preferred deep learning and research platforms designed to provide maximum flexibility and speed. Scrapy is one of the most popular and fastest open source web crawling frameworks written in Python. Scipy is a scientific python with over 19,000 comments on GitHub and an active community of over 600 contributors.
How to Develop Skills in Python Programming?
There are many institutes that offer online and classroom-based training programs in Python. AI Patasala is one of the best-trusted institutes for the Python Course in Hyderabad program. The training delivery in this course is headed by expert trainers who are real-world Python programming experts. Post successful completion of the Python course at AI Patasala, students will become fully competent Python programming experts.