pycrumbs
Bits and bytes of Python from the Internet
https://github.com/kirang89/pycrumbs
Last synced: 4 days ago
JSON representation
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Beginner's Delight
- Beginner's guide to Python
- The Hitchhiker's guide to Python
- Learn Python the hard way
- Learn Python
- Google's Python class
- Python tracks at Codecademy
- Python for Beginners
- Intro to Python For Data Science
- Best way to learn python
- Python Tips, tools and resources
- Beginner projects for a python newbie
- Python Practice book
- Python tools and software
- Facts and myths about Python names and values
- *args and **kwargs in python explained
- Common newbie mistakes in Python- Part 1
- Common newbie mistakes in Python- Part 2
- PySchools
- Some cool Python Tricks
- if x and if x is not None
- Declaring dependencies in Python
- Storing and Loading Data with JSON - Serialization/deserialization
- A Guide to Python's Magic Methods
- Efficient String Concatenation in Python
- Be Pythonic: `__init__.py`
- Building an open-source Python application the right way
- Python progression path - From apprentice to guru
- Tutorialspoint python tutorial
- Python Importing
- Python's super() considered super!
- No Naked Excepts
- Supercharge Your Python Developers
- The Python IAQ: Infrequently Answered Questions
- Python's objects and classes — a visual guide
- Visualize your Python code being executed
- Snakify - a tutorial with exercises and a visual debugger
- Learn programming with curated Python projects - DevProjects
- *args and **kwargs in python explained
- Storing and Loading Data with JSON - Serialization/deserialization
- Facts and myths about Python names and values
- Learn X in Y minutes - Python
- In Python, it’s all about the attributes
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Resources for Women
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Why Python?
- Python Success Stories
- 5 Reasons Why You Should Learn Python Programming
- 10 Reasons Python Rocks for Research (And a Few Reasons it Doesn’t)
- Why such popularity with Python?
- Why was Python's popularity so sudden?
- Why Python?
- How Python became the language of choice for data science
- Why Python - Slideshare
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Style Guide and Idioms
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Dictionary
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Decorators
- Understanding Python Decorators in 12 easy steps
- Improve Your Python: Decorators Explained
- Painless Decorators
- Advanced Uses of Python Decorators
- Common uses of Python decorators - Quora
- Common uses of Python decorators - Stack Overflow
- Python Decorators
- Decorators I: Introduction to Python Decorators
- The dark side of decorators
- Thinking out aloud: Python decorators
- Using Python decorators for registering callbacks
- Meta-matters: Using decorators for better Python programming
- How can I make a chain of function decorators in Python?
- The Python Decorator Library
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Editors and IDE's for Python programming
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Android
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WSGI
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Databases
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GUI Programming
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Libraries
- Tkinter Course - Create Graphic User Interfaces in Python Tutorial
- Python - GUI Programming (Tkinter)
- Creating GUI Programs Fast & Easy Tutorial
- Python.org GUI Overview Page
- PyQt5 Tutorial
- Standalone executable for PyQt4 on Windows
- EffBot.org Introduction to Tkinter
- Intro to programming with Python and Tkinter
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Game Development
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Libraries
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Data Mining
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SQLAlchemy
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Data Analysis
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SQLAlchemy
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Pandas
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Data Visualization
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BigData
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Curated Python resources from other websites
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Podcasts
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Paid
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Miscellaneous
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Paid
- Good to great Python reads
- How to Create Barcodes in Your PDFs with Python
- What are some good Python interview questions ?
- Python innards introduction
- More Python Tutorials
- The Best of Python in 2013
- Top Projects of 2013
- Advanced Regular Expression Tips and Techniques
- Advanced Data Structures in Python
- Simple Sudoku solver in python
- Looking Inside Dropbox – Security whitepaper
- Why sorting an array makes a Python loop faster
- Python Integer object implementation
- The history of Python - Blog
- The ever useful and neat subprocess module
- Hidden Features in Python
- Python module of the week
- Best developer blogs about python - Quora
- Python blogs -Stackoverflow
- Abstracting Control Flow
- Python Algorithm Visualizations done in Python running in the browser
- Solving Every Sudoku Puzzle
- IHeartPy!
- Difference Between 2 Images: Pixel Level Scanning
- Developer Tools in Python
- Developer Tools in Python
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Deep Learning
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IPython Notebooks
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Pandas
- A Gallery of Interesting IPython Notebooks
- A collection of not-so-obvious Python stuff you should know!
- Peter Norvig's Notebook Collection
- Statistical Natural Language Processing in Python | How To Do Things With Words. And Counters.
- Analysis of World Bank Fertility Rate Data With Statsmodels PCA
- Modeling the Last Flight of MH370 with a Markov Chain Monte Carlo Method
- Differential Equations in Data Science
- Stegotons: solitary waves arising in non-dispersive periodic media
- The Traveling Salesperson Problem
- Scientific Computing with Python
- Gaussian Blur
- Understanding the FFT Algorithm
- lifelines: Survival Analysis in Python
- Economics Simulation
- An Introduction to Bayesian Methods for Multilevel Modeling
- The Floods of the Nile
- Wikipedia data scraping functions
- Animal Foraging and the Evolution of Goal-Directed Cognition
- Media Signal Processing
- A collection of not-so-obvious Python stuff you should know!
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Design Patterns
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Concurrency and Distributed Systems
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Concurrency Patterns
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Functional Programming
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Concurrency Patterns
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Python 2 vs 3
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Concurrency Patterns
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Porting to Python 3
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Books
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Free
- Free Programming Books - Python
- Python Programming - Free Computer Books
- Invent with Python
- Think Python
- Byte of Python
- Snake Wrangling for Kids
- Data Structures and Algorithms with Object-Oriented Design Patterns in Python
- Python programming on wikibooks
- Dive Into Python 3
- Programming Computer Vision with Python
- Python for you and me
- Program Arcade Games With Python And Pygame
- Interactive python-problem solving
- How to make mistakes in Python
- Think Stats: Exploratory Data Analysis in Python
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Paid
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Online Courses and Challenges
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Discussions
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Conferences and events
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Videos
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Paid
- Guido Van Rossum on the history of Python
- Type Hints - Guido van Rossum - PyCon 2015
- Khan Academy - Introduction to programming and computer science using Python
- What are some "must-watch" Python videos ?
- Python Videos, Tutorials and Screencasts at ShowMeDo
- Talks by Brandon Rhodes
- A Billion Rows per Second: Metaprogramming Python for Big Data
- The newboston site tutorial - [Python 3 version](https://thenewboston.com/videos.php?cat=98)
- Python Programming Tutorials
- Khan Academy - Introduction to programming and computer science using Python
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Generators
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Coroutines
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Iterators
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Import
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Yield
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Context Managers
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Unicode
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Networking
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Metaclasses
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Packaging
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Logging
- 5 tips for packaging your Python projects
- AOSA: Python Packaging
- The Hitchhiker’s Guide to Packaging
- Sharing Your Labor of Love: PyPI Quick And Dirty
- The Package Dependency Blues
- 5 Simple Rules For Building Great Python Packages
- PyInstaller: Stand-alone executables, under Windows, Linux, Mac OS X, Solaris and AIX
- setup.py tricks
- Python Packaging: Quick Tutorial & Checklist
- Unofficial Windows Binaries for Python Extension Packages
- 5 Simple Rules For Building Great Python Packages
- 5 tips for packaging your Python projects
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Documentation
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Environments and Environment Management
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Exceptions
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Debugging
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Testing
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Logging
- Nose Introduction
- Unittest Introduction
- How To Use Coverage.py With Unittest
- An Extended Introduction to the nose Unit Testing Framework
- Test strategies for your Python projects
- Improve Your Python: Understanding Unit Testing
- An Introduction to Mocking in Python
- Improve Your Python: Understanding Unit Testing
- An Introduction to Mocking in Python
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Profiling
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Deployment
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Warts and Gotchas
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Web
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Ansible
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Frameworks
- Django vs Flask vs Pyramid: Choosing a Python Web Framework
- Designing a RESTful API with Python and Flask
- How I structure my Flask apps
- Django by Example
- Tango with Django
- Django Screencasts
- Let’s TDD a Simple App in Django
- Django runserver and stunnel for testing HTTPS
- Scaling database with Django and HAProxy
- Django models, encapsulation and data integrity
- 11 Things I Wish I Knew About Django Development Before I Started My Company
- Designing a RESTful API using Flask-RESTful
- Rapid Web Prototyping with Lightweight Tools
- Build a Simple, Static, Markdown-Powered Blog with Flask
- How to Build an API with Python and Flask
- Create a Simple Music Streaming App with Flask
- Adding full-text search to the flask note-taking app
- Kickstarting Flask on Ubuntu - Setup and Deployment
- OAuth Authentication with Flask
- Building a blog using Flask and AngularJS
- Building a Movie Recommendation Service with Spark & Flask
- Building a Kanban App with Flask and React
- Building a Twitter clone in Web2Py
- The official Django documentation
- Getting started with Django
- Starting a Django 1.6 Project the Right Way
- Building a hacker news clone in Django
- Deploying Django
- Build a Shopify App in 15 minutes with Django
- A repository of must-watch videos about Django
- Django Girls Tutorial
- Mastering Django
- Building a Wine Review & Recommendation Site with Django
- Developing with Bottle- Part 1
- Fastest database for Tornado
- Pyramid official documentation
- How To Use the Pyramid Framework To Build Your Python Web App on Ubuntu
- Building an AJAX Hello-World with Pyramid
- Django by Example
- Django by Example
- Django by Example
- Django by Example
- Django by Example
- Explore Flask
- Django by Example
- Django by Example
- Django by Example
- Django by Example
- Django by Example
- Django by Example
- Django runserver and stunnel for testing HTTPS
- Mastering Django
- Let’s TDD a Simple App in Django
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Web Servers
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API and Web Services
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Scraping
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Mobile Development
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Google Glass
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Image Processing
Categories
Web
62
Beginner's Delight
42
Miscellaneous
26
IPython Notebooks
20
Books
17
Decorators
14
Packaging
12
Data Analysis
11
Videos
10
Environments and Environment Management
10
Testing
9
Python 2 vs 3
9
GUI Programming
8
Unicode
8
Why Python?
8
Style Guide and Idioms
7
Editors and IDE's for Python programming
6
Resources for Women
6
Documentation
5
Databases
5
Data Visualization
5
Discussions
5
Curated Python resources from other websites
4
Deployment
4
Deep Learning
4
Design Patterns
4
Generators
4
Warts and Gotchas
4
Dictionary
3
Image Processing
3
Debugging
3
Mobile Development
3
Profiling
2
Metaclasses
2
Functional Programming
2
Context Managers
2
Concurrency and Distributed Systems
2
WSGI
2
Iterators
2
Online Courses and Challenges
2
Exceptions
1
Import
1
Networking
1
Android
1
Google Glass
1
Yield
1
Conferences and events
1
Game Development
1
Data Mining
1
BigData
1
Coroutines
1
Podcasts
1