Some common (and hopefully useful) algorithms
The travelling community nurse problem (aka the Travelling Salesman Problem)
Genetic algorithms 1. A simple genetic algorithm
Exploring the best possible trade-off between competing objectives: identifying the Pareto Front
Crowding distances: selecting solutions when too many multi-objective solutions exist
Genetic Algorithms 2 – a multiple objective genetic algorithm (NSGA-II) (Code Only)
Interactive charts with HoloViews and Bokeh
A basic example of creating an interactive plot with HoloViews and Bokeh
Miscellaneous Python
Parallel processing across CPU cores
Speed up Python by 1,000 times or more using numba!
Passing arguments to Python from the command line (or other programs)
Parallel processing functions and loops with dask ‘delayed’ method
Other resources
Open Data Sets for Machine Learning
