Commonly Used Python Packages/Libraries

This section provides a list of most commonly used Python packages/libraries and their 'pip' installation commands.

Here are most commonly used Python packages/libraries:

Keras from keras.io - Keras is an open-source library that provides a Python interface for artificial neural networks. Keras acts as an interface for the TensorFlow library. Installation command: "pip install keras".

Matplotlib from matplotlib.org - Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. Installation command: "pip install matplotlib".

NumPy from numpy.org - NumPy is an open-source Python library for matrix operations developed initially by Travis Oliphant and now maintained by the NumPy community. Installation command: "pip install numpy".

Pandas from pandas.pydata.org - Pandas is a powerful Python data analysis toolkit that helps you to explore, clean, and manipulate your data. Installation command: "pip install pandas".

PyTorch from pytorch.org - PyTorch is a machine learning framework based on the Torch library, used for applications such as computer vision and natural language processing. Installation command: "pip install torch".

Requests from github.com/psf/requests - Requests is a simple, yet elegant, HTTP library. Installation command: "pip install requests".

Scikit-learn from scikit-learn.org - Scikit-learn (also known as sklearn) is a free software machine learning library for the Python programming language. Installation command: "pip install scikit-learn".

SciPy from scipy.org - SciPy is an open-source Python library for scientific computing developed initially by Travis Oliphant and now maintained by the SciPy community. Installation command: "pip install scipy".

Scrapy from scrapy.org - Scrapy is an open source and collaborative framework for extracting the data you need from websites in a fast, simple, yet extensible way. Installation command: "pip install scrapy".

Simplejson from github.com/simplejson/simplejson - Simplejson is a simple, fast, extensible JSON encoder/decoder for Python. Installation command: "pip install simplejson".

Simplejson from github.com/simplejson/simplejson - Simplejson is a simple, fast, extensible JSON encoder/decoder for Python. Installation command: "pip install simplejson".

SQLite from sqlite.org - SQLite provides a lightweight disk-based database that doesn’t require a separate server process and allows accessing the database using a nonstandard variant of the SQL query language. "sqlite3" is part of the Python 3 standard library.

TensorFlow from tensorflow.org - TensorFlow is a free and open-source software library for machine learning and artificial intelligence. Installation command: "pip install tensorflow".

Theano from github.com/Theano/Theano - Theano is a Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones. Installation command: "pip install theano".

Table of Contents

 About This Book

 Running Python Code Online

 Python on macOS Computers

 Python on Linux Computers

 Built-in Data Types

 Variables, Operations and Expressions

 Statements - Execution Units

 Function Statement and Function Call

 Iterators and Generators

 List, Set and Dictionary Comprehensions

 Classes and Instances

 Modules and Module Files

 Packages and Package Directories

 "sys" and "os" Modules

 "pathlib" - Object-Oriented Filesystem Paths

"pip" - Package Installer for Python

 What Is "pip/pip2/pip3" Command

 Use "pip" Package in Python Script

 Install MySQL Connector/Python with "pip"

 Using "pip" with Different Sources

Commonly Used Python Packages/Libraries

 SciPy.org - Python Libraries for Science

 pandas - Data Analysis and Manipulation

 Anaconda - Python Environment Manager

 Jupyter Notebook and JupyterLab

 References

 Full Version in PDF/EPUB