Due to popular request here is a list of Python resources, libraries and tutorials:
- dataset: databases for lazy people
- Pony ORM Use Pure Python to Speak to Your Data
- algorithms implemented in Python
- pulsar Pulsar Concurrent Framework
- PyUSB
- PySerial
- Madagascar – software package for multidimensional data analysis
- 7 Python Libraries you should know about
- ramp – Rapid Machine Learning Prototyping in Python
- gnumpy GPU NumPy
- zipline Python Financial Backtester
- Python for AI This page attempts to collect information and links pertaining to the practice of AI and Machine Learning in python
- Sumatra is a tool for managing and tracking projects based on numerical simulation or analysis , with the aim of supporting reproducible research.
- Whoosh fast, pure-Python full text indexing, search, and spell checking library.
- TimeSide open and fast web audio components
- shedskin – An experimental (restricted) Python-to-C++ compiler
- Py4Science a Starter Kit. This document is meant to gather resources for the scientist interested in starting to use Python.
- Python Tutor learn programming by visualizing code execution
- Daft beautifully rendered probabilistic graphical models.
- OCROpus open source document analysis and OCR system.
- pudb a visual, console-based, full-screen debugger, designed as a more comfortable drop-in replacement for pdb.
- Glances is a CLI curses based monitoring tool for GNU/Linux and BSD OS.
- Requests HTTP for Humans. Requests is an ISC Licensed HTTP library, written in Python, for human beings.
- Perfmetrics
- Python Videos
- Modular Data Processing
- NumPy Cookbook
- PyAlgoTrade is a Python library for backtesting stock trading strategies.
- Lettuce is an extremely useful and charming tool for BDD (Behavior Driven Development).
- Behave is behaviour-driven development, Python style.
- Freshen Clone of the Cucumber BDD framework for Python.
- Python On Wheels is a small and quick rapid web application generator framework for Python.
- HTML5 canvas based Matplotlib backend
- Orange open source data visualization and analysis for novices and experts. Data mining through visual programming or Python scripting.
- Anaconda distribution for data analysis
- Blessings a thin, practical wrapper around terminal coloring, styling, and positioning
- pytrace – a fast python trace
- Cocos2D is a framework for building 2D games, demos, and other graphical/interactive applications.
- Numba slides from a SciPy 2012 Talk on the motivation and progress of Numba: a Python dynamic compiler using LLVM.
- Pattern for Python
- Patsy is a Python package for describing statistical models and building design matrices.
- Motor: an Asynchronous MongoDB Driver (Python / Tornado)
- More On Memory benchmarking
- Pyreport generate reports out of python scripts
- Static Code Analizers for Python
- NetworkX high productivity software for complex networks.
- Another reason you should learn to code: Python for Excel
- Eventlet is a concurrent networking library for Python that allows you to change how you run your code, not how you write it.
- Graph-tool
- Pycallgraph is a Python module that creates call graphs for Python programs.
- Gprof2Dot is a Python script to convert the output from many profilers into a dot graph.
- An Exercise With Matplotlib and Numpy
- Send yourself an SMS via Python
- Python versus Matlab for neuroscience/psychology
- Python Programming Certificate Train to Be a Python Programmer
- Code Like a Pythonista: Idiomatic Python
- Boto
- Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays.
- gensim efficient topic modelling in Python.
- Pycon 2011 handling ridiculous amounts of data with probabilistic data structures
- Machine Learning in Python Has Never Been Easier!
- 3D Programming in Python
- Machine Learning Libraries in Python
- Pyspread Python power for your tables. Pyspread is a non-traditional spreadsheet application.
- Mahotas image Processing for NumPy.
- Python Fortran Rosetta Stone
- NumPy and SciPy: History and Ideas for the Future
- PostgreSQL: Documentation: Manuals: PL/Python
- Recipes for Mining Twitter – Adaptations and Extensions of Twitter-Related Examples from Mining the Social Web.
- 7 Years of YouTube Scalability Lessons in 30 Minutes If you started out building a dating site and instead ended up building a video sharing site :).
- Uncertainties transparent calculations with uncertainties on the quantities involved (aka “error propagation”)
- Shining Panda hosted automated testing with first class Python support.
- NumFOCUS
- Data Mining Fruitful & Fun open source data visualization and analysis for novice and experts. Data mining through visual programming or Python scripting.
- PyJS Python Javascript Compiler, Desktop Widget Set and RIA Web Framework Pyjamas is a Python Rich Internet Application (RIA)
- PyBrain PyBrain is a modular Machine Learning Library for Python.
Thank you very much for these things here