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README

The README file for this repository.

Python Crash Course

Python Crash Course to kickstart anything.

Caveats:

This guide is more inclined for using python in academia, in particular machine learning, computer vision and deep learning with small bits of neuroscience.

I am trying to make it super packed and short but clean and clear ( just like list comprehensions ) so it might go fast for beginners. I suggest you have a good understanding of python or any other object oriented language such as C++, Java etc.

Thank you and have fun!

Table of Contents:

Python


  1. Introduction, Release: 13th August, 2018.
  2. Data structures,
  3. Pythonic Auras:,
    • List Comprehensions
    • Closures
    • Iterators
    • Generators
    • Decorators
  4. Classes,
    • Inheritance
    • Multiple Inheritance
    • super stuff.
    • Classes with the "class"
  5. Remembering exceptions, etc,
  6. Strategy Patterns for Academia.
  7. Quick Projects
  8. Libraries without the Librarian,
    • numpy
    • scipy
    • matplotlib
    • scipy

Examples


  1. Your first neural network,
    • The initial math.
    • The initial neuroscience.
    • The initial code...
  2. Advanced Stuff,
  3. Libraries without the Librarian, Part II:
    • opencv
    • scikit-learn
    • tensorflow
    • keras
    • pytorch
    • pymc

Contribute

You wanna contribute? Sure! Donate me some cash for a cup of tea.

You thought writing this?

Hhahhahhahahah. Okay sure, send a PR.

License

Unless noted, everything is under the MIT license.


This might actually become a book! Lol.