Python Programming

concepts · 15 notes linked

Related: Functional Programming · Stackoverflow · Numpy · Numerical Computing · Data Science · Sebastian Raschka · Scikit Learn · Packt Publishing

Notes

• 30 Python Language Features and Tricks You May Not Know About — Catalog of Python idioms covering unpacking, collections, and itertools
• About PyCon — PyCon 2016 annual Python community conference landing page
• Beyond the Basic Stuff with Python — Intermediate Python book bridging novice to professional practices
• Computational Statistics in Python — Duke course index for Python computational statistics modules
• Element-wise string comparison — Python approaches for character-by-character string equality comparison
• How To Replace Your Python For Loops with Map, Filter, and Reduce — Python functional alternatives to for loops using map filter reduce
• How do I sum the first value in each tuple in a list of tuples in Python? — Pythonic ways to sum a specific index across a list of tuples
• How to get Linux console window width in Python — Python methods to query terminal console column width at runtime
• Microsoft for Python Developers Blog — Microsoft engineering blog covering Python tooling, VS Code, and mssql-python driver
• NumPy Illustrated: The Visual Guide to Numpy — Visual illustrated guide to NumPy n-dimensional array concepts
• On writing Python one-liners. — Using lambdas to encode any Python program as one line
• PEP 289 – Generator Expressions | peps.python.org — Python PEP introducing memory-efficient generator expressions in Python 2.4
• Profiling Python like a boss | Zapier — Python performance profiling workflow using timers, cProfile, and line_profiler
• Recreational Maths in Python - Alan Zucconi — Python techniques for computing narcissistic, Kaprekar, and happy number sequences
• Writing 'Python Machine Learning' — Sebastian Raschka's process writing 454-page ML Python textbook