Name		Name	Last commit message	Last commit date
parent directory ..
bonus		bonus
correg		correg
fit		fit
mv		mv
opt		opt
python		python
simple_exception		simple_exception
tsa		tsa
Readme.md		Readme.md
Rosenbrock2D.png		Rosenbrock2D.png
change_points.png		change_points.png
franke2d.png		franke2d.png

Readme.md

NAG Library for Python courseware material

Example Jupyter Notebooks

This folder contains the Jupyter notebooks referenced in the NAG Library for Python Course.

Content

Examples are available in Python and Jupyter notebooks

Notebooks

contiguity Small example of array slicing and memory contiguity
correg Quantile Linear Regression [using Pandas to load CSV data | python | plot]
correc/lmm Multi-level Linear Mixed Effects regression
exception Simple example illustrating how to catch an exception while solving a trivial system of linear equations
fit 2d split surface fit [python | plot]
iris Simple principal component analysis (PCA) using Fisher's iris dataset
opt 2d Rosenbrock minimization. Newer material: [FOAS notebook | FOAS python | plot]
simple Simple example on solving a trivial system of linear equations
tsa Detect changes in a finantial time-series

Python source

2d global optimization problem [source | plot]
Derivative free optimization (DFO) data fitting [python | plot]