NumPy, which stands for Numerical Python, is a fundamental library in the Python ecosystem for numerical and mathematical operations. It provides support for large, multi-dimensional arrays and matrices, along with a vast collection of mathematical functions to operate on these arrays. NumPy introduces...
There are so many amazing Python libraries and tools out every year that it's hard to keep track of them all. That's why we share with you our hand-picked selection of our best picks.
Python has many professional applications in the world of big data and a variety of libraries that are useful for those tasked with managing and visualizing data. What is a Python Library? In computer programming, a library refers to a bundle of code consisting of dozens or even hundreds of ...
This list of Python modules covers the core categories of Python modules, focusing on system operations, data processing, web development, databases, user interfaces, and multimedia tools. You’ll learn about built-in modules from the standard library and popular third-party packages that enhance Py...
This Python library for symbolic mathematics is an effective aid for computer algebra systems (CAS) while keeping the code as simple as possible to be comprehensible and easily extensible. SimPy is written in Python only and can be embedded in other applications and extended with custom functions....
A Python library is a collection of modules and packages that offer pre-written code to assist in various programming tasks. Python libraries simplify and expedite coding processes, making Python a versatile and efficient language for a wide range of applications. One must consider factors such as...
SpaCyis an open-source library for advanced NLP tasks in Python. This library provides a robust, efficient, and user-friendly framework for preprocessing text data or extracting linguistic features before applying more complex machine learning algorithms. ...
Scikit-learn is arguably the most important library in Python for machine learning. After cleaning and manipulating your data with Pandas or NumPy, scikit-learn is used to build machine learning models as it has tons of tools used for predictive modelling and analysis. ...
Deep Learning Python Libraries 18. TensorFlow TensorFlow is a popular open-source library for high-performance numerical computation developed by the Google Brain team at Google, and a mainstay in the field of deep learning research. As stated on the official website, TensorFlow is an end-to-...
Since it was released by Google in November 2015, this library has gained a huge momentum and has become the #1 trendiest GitHub Python repository. In case you have been living under a rock for the past year, TensorFlow is a library for numerical computation using data flow graphs, which ...