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Cheat sheets

1. Flow control

1. Python syntax

1. Lists and tuples

1. Expressions and data types

1. Cheat sheets

Data structures

1. Dictionaries (data structures) - coming soon

1. Streams (data structures) - coming soon

1. Big-O notation - coming soon

1. Lists (data structures)

1. Abstract Data Types - coming soon

1. Arrays (data structures)

1. Introduction to data structures

Beginning Python

1. Files

1. More loops

1. Programming logic

1. Slices

1. Loops

1. Exceptions

1. Functions

1. Lists

1. Tuples

1. CSV files

1. Using Python as a calculator

1. Hello, world!

1. If statements

1. Strings

1. Beginning Python - contents

Intermediate Python

1. List comprehensions

1. Sequences

1. Optimisation good practice

1. Objects and variables

1. Function objects and lambdas

1. Looping over multiple items

1. Data types

1. Functions

1. With statements

1. Immutable objects

1. Calling functions

1. Low level code optimisation

1. Short circuit evaluation

1. Optimisation

1. Built-in functions

1. For loops

1. Structural optimisation

1. Objects and identity

1. Named tuples

1. Lists vs tuples

1. String functions

1. Exception handling

1. Changing the loop order

1. Intermediate Python - contents

1. Operators

1. Walrus Operator

1. Looping over selected items

1. Declaring functions

1. Global variables

Magic methods

1. In place operator overloading

1. Example classes

1. Operator overloading

1. Overloading str to control print behaviour

1. Callable objects

1. Magic methods

1. Multidimensional collections

1. Collections

1. Magic methods - contents

Object protocols

1. Iterator/iterable protocol

1. Object protocols

Object oriented programming

1. Creating a simple class

1. Object oriented programming

Design patterns

1. Decorator pattern

1. Builder pattern

1. Behavioural design patterns

1. Strategy pattern

1. Creational design patterns

1. Chain of responsibility pattern

1. Singleton pattern

1. Structural design patterns

1. Design patterns

Functional programming

1. Pure functions

1. Iterators vs iterables

1. Failure monad

1. Transforming iterables

1. Lambda functions

1. Functions

1. Partial application

1. Closures

1. Functional design patterns

1. Generators

1. Recursion and the lru_cache in Python

1. List monad

1. Introduction to Functional Programming

1. Map/reduce example

1. Maybe monad

1. Monads

1. Functional Programming - contents

1. Built-in functions on iterables

1. Iterators

Unit testing

1. What is unit testing?

1. Introduction to unit testing in Python

Python Standard Library

1. itertools module - combinatoric iterators

1. itertools module - infinite iterators

1. itertools module - general iterators

1. Python Standard Library introduction

1. functools module

1. itertools module

Cryptography

1. Hazmat layer

1. Recipes layer

1. Cryptography terms

1. Fernet system for symmetric encryption

1. Cryptography introduction

1. Cryptography getting started

Flask

1. Flask webserver - dynamic pages

1. Flask webserver - adding a detail view

1. Flask webserver - using a database

1. Flask webserver introduction

1. Flask webserver - getting started

1. Flask webserver - adding HTML and CSS

1. Flask webserver - adding an About page

NumPy

1. Anatomy of a numpy array

1. Broadcasting in in numpy

1. Creating numpy arrays with fixed values

1. Numpy - contents

1. Numpy efficiency

1. Creating random data in numpy

1. Universal functions in in numpy

1. Data types

1. Creating data series in numpy

1. Vectorisation in numpy

1. Reducing and accumulating numpy arrays

1. Advanced vectorisation in numpy

1. Indexing and slicing numpy arrays

1. Creating numpy arrays from existing data

1. Image processing with numpy

1. Creating numpy arrays

1. NumPy introduction

1. Image geometric transforms with NumPy and SciPy

1. Image operations with NumPy

1. Key advantages of NumPy

Matplotlib

1. Creating simple plots with Matplotlib

1. Scatter plots in Matplotlib

1. Line plot styles in Matplotlib

1. Using numpy with Matplotlib

1. Matplotlib introduction

1. Bar charts in Matplotlib

1. Pie charts in Matplotlib

Pillow

1. Filters in Pillow

1. Image colour adjustment recipes in Pillow

1. Image enhance recipes in Pillow

1. Image deforming recipes in Pillow

1. Creating animated GIFs with Pillow

1. Colour representation in Pillow

1. Image resizing recipes in Pillow

1. Image operations recipes in Pillow

1. Imaging recipes in Pillow

1. Image manipulation recipes in Pillow

1. Image transforming recipes in Pillow

1. Pillow introduction

1. Colour mode in Pillow

1. Image colour effects recipes in Pillow

Pycairo

1. Transforms in Pycairo - scale

1. Basic drawing in Pycairo

1. Paths and complex shapes in Pycairo

1. Displaying text in Pycairo

1. Drawing shapes in Pycairo

1. Linear gradients in Pycairo

1. Transforms in Pycairo - rotate

1. Pycairo contents

1. Transforms in Pycairo - translate

1. Bezier curves in Pycairo

pygame

1. Sprites in pygame

1. Installing pygame

1. Pygame sprite class

1. Bouncing ball in pygame

1. Creating a simple pygame window

1. pygame

1. Sprite animation in pygame

Graphics projects

1. Mandelbrot fractal

1. Spirographs

1. Graphics projects

Static site generator

1. Converting markdown

1. Static sites

1. Static site generator

Sound synthesis

1. Introduction to computer sound

1. Sound synthesis

generativepy

1. Image

1. generativepy.drawing3d module

1. Polygon

1. Bezier

1. generativepy.movie module

1. generativepy versions

1. Text

1. Turtle

1. generativepy.formulas module

1. Rectangle

1. AngleMarker

1. generativepy.utils module

1. generativepy.gif module

1. generativepy modules

1. Square

1. Ellipse

1. generativepy.nparray module

1. Shapes

1. Patterns - special fills

1. generativepy.bitmap module

1. Installing generativepy

1. Circle

1. Arrowhead

1. Paratick

1. Tick

1. generativepy.tween module

1. generativepy.drawing module

1. generativepy.color module

1. generativepy Frames

1. generativepy

1. Getting started with generativepy

1. Triangle

1. Path

1. Transform

1. generativepy.graph module

1. Line

1. generativepy.geometry module

Art with generativepy

IFS with generativepy

1. Chaos game

1. Iterated function systems with generativepy

Grammar art with generativepy

1. L Systems with generativepy

1. L Systems - creating trees and ferns

1. Grammar based art

1. L Systems and Koch curves

Geometric art with generativepy

1. Cardioid string art with generativepy

1. Geometric art with generativepy

Fractals with generativepy

1. Gingerbread man fractal with generativepy

1. Mandelbrot set with generativepy

1. Coloured tinkerbell fractal with generativepy

1. King's dream fractal with generativepy

1. Coloured Mandelbrot set with generativepy

1. Fractals with generativepy

1. Tinkerbell fractal with generativepy

1. Burning ship fractal with generativepy

generativepy tutorial

1. Images in generativepy

1. Bezier curves in generativepy

1. Stroke styles in generativepy

1. Alpha colour in generativepy

1. Transforms in generativepy

1. Complex paths in generativepy

1. Polygons in generativepy

1. Text in generativepy

1. Turtles in generativepy

1. Colour properties in generativepy

1. Creating an SVG file with generativepy

1. Creating GIFs in generativepy

1. Path objects in generativepy

1. The setup function in generativepy

1. Geometric markers in generativepy

1. Image sequences in generativepy

1. Useful context methods

1. Circles and ellipses in generativepy

1. Colour in generativepy

1. Text metrics in generativepy

1. Shapes in generativepy

1. Fill patterns in generativepy

1. Simple image in generativepy

1. Colour spaces in generativepy

1. Clip regions in generativepy

1. Device and user space in generativepy.drawing

1. Composite paths in generativepy

1. Linear gradients in generativepy

1. Fill and stroke in generativepy

1. generativepy tutorial

1. Getting started with generativepy

1. Fill styles in generativepy

1. Transform class in generativepy

1. Text offset in generativepy

1. Colour interpolation in generativepy

1. Derived colour in generativepy

Colour

1. RGB colour space

1. HSL colour space

1. Luminance-chrominance colour spaces

1. Greyscale colour space

1. Light and colour

1. Colour spaces

1. CMYK colour space

1. Colour

1. Colour depth

Permutations and combinations

1. Lexicographic order

1. Permutations

1. Combinations

1. Permutations and combinations

1. Cartesian product

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