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A guide to design patterns in the Python programming language by Brandon Rhodes, covering Gang of Four principles, creational, structural and behavioral patterns, and Python-specific patterns. The author states progress is intermittent and directs readers to the site's GitHub commit history for new material.
Python Maateen is a non-English web resource for regional media, books, tools, communities, or learning.
Online Python Compiler is a developer tool, library, or framework for building, testing, or maintaining software.
A Python cheat sheet covering collections, data types, syntax rules, system calls, data formats and pip packages. It also lists multimedia topics. The page offers a downloadable text file, a GitHub fork link and a dark theme option.
Python OSINT tool that checks whether a phone number is linked to accounts on popular online services.
a-Shell is a text-based terminal interface app for iOS and iPadOS that provides command-line control of files, including creating, moving, compressing and editing them. It includes Vim and supports programming in Lua, Python, JavaScript, C and C++, compiling C and C++ to webAssembly. It supports Apple Shortcuts, multiple shell windows and pip install for pure Python packages.
A staged learning roadmap for machine learning that covers mathematics and calculus, programming, and machine learning concepts. It advises moving to the next stage only after fully understanding the current one. The mathematics section covers linear algebra, calculus, and probability and statistics, and the programming section covers Python basics and advanced Python.
Xonsh is a Python-powered, cross-platform shell. Its language is a superset of Python 3 with shell functionality and commands integrated. It works on Linux, macOS, Windows, BSD, Jupyter, Android, Raspberry Pi and Nix, and includes shell primitives such as pipelines and input/output streams. Extensions called xontribs add integrations with frameworks, developer tools and themes.
Python tool for collecting email addresses from search engines and public web sources during authorized research.
Python tool for downloading public Instagram photos and videos from profiles or hashtags.
Python tool for scraping public posts and profiles from social networks without using official platform APIs.
Python OSINT tool for collecting public tweets, followers, likes, and profile data from Twitter.
Anvil is a Python-based drag-and-drop web app builder. It provides a visual designer, Python in the browser and on the server, and one-click deployment. Apps are automatically hosted, and deployment environments map a URL or Uplink key to a version of the app with its configuration. Apps can be exported from the cloud editor and hosted on a computer using the open-source Anvil App Server.
Automate the Boring Stuff with Python is a book by Al Sweigart, free to read under a Creative Commons license. It teaches Python fundamentals and projects for automating tasks such as searching the web, editing files and spreadsheets, and handling email.
Bokeh is a Python library for creating interactive plots, dashboards, and data applications in modern web browsers. Plots can go in Jupyter notebooks, be saved as standalone HTML, or run with live Python callbacks through the Bokeh server or embedded in an ASGI app. It includes tools for pan, zoom, hover, and selection.
The Gravitational Wave Open Science Center provides access to data from gravitational-wave observatories, along with tutorials and software tools. Its read-only API offers programmatic access to observation runs, event catalogs, single event detections, parameter estimations, data quality and injection segments, and strain datasets and statistics, mostly in JSON format with a Python client recommended for Python projects.
Python OSINT tool that checks whether an email address is registered on many sites without sending mail.
igraph is a collection of network analysis tools emphasizing efficiency, portability and ease of use. It is open source and free, and can be programmed in R, Python, Mathematica and C/C++. Implementations include the igraph R package, python-igraph, IGraph/M and the igraph C library.
pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. It is described as a data analysis and manipulation tool built on top of Python. Documentation, a user guide and an API reference are available.
pyLoad is a free and open source download manager written in Python. It is designed to be lightweight, easily extensible and fully manageable via a web interface. It runs on NAS devices, routers and headless home servers supporting Python, and supports common video sites, one-click hosters and container formats.
A hands-on, project-based introduction to programming with Python by Eric Matthes, published in its third edition in December 2022. The book covers basic concepts such as variables, lists, classes, and loops, and guides readers through projects including a Space Invaders-inspired arcade game, data visualizations, and a simple web application.
An interactive tutorial and introduction to programming with Python for the humanities by Folgert Karsdorp. The book has 10 chapters covering text processing, preprocessing, programming principles, readability computation, authorship attribution, object-oriented programming, information retrieval, a PDF search web application, classification and hierarchical clustering. It expects no prior programming experience. Chapters 5 and 6 are in draft status.
Teaching page by John M. Zelle, Ph.D., for an introductory computer science textbook written in Python and published by Franklin, Beedle & Associates. It links edition-specific public resources for four editions and offers graphics.py, a simple graphics library released under the GPL for introducing object-oriented concepts. Instructor resources including problem solutions and exam questions are available from the publisher.
PythonAnywhere is a cloud service for hosting, running and coding Python. The basic plan provides access to machines with a full Python environment already installed, and quickstart installers are available for Django, web2py, Flask and Bottle.
