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format: jb-book
root: Introduction
parts:
- caption: Getting Started
chapters:
- file: 01-python/installing
- file: 01-python/using
- file: 01-python/w1-jupyter.ipynb
- caption: Python Basics
chapters:
- file: 01-python/basics
sections:
- file: 01-python/w1-python-datatypes.ipynb
- file: 01-python/w2-python-advanced-datatypes.ipynb
- file: 01-python/w2-python-control-flow.ipynb
- file: 01-python/w2-python-exercises.ipynb
- file: 01-python/functions-classes
sections:
- file: 01-python/w3-python-functions.ipynb
- file: 01-python/w3-python-exercises.ipynb
- file: 01-python/w4-python-classes.ipynb
- file: 01-python/w4-python-modules.ipynb
- file: 01-python/w4-python-exercises.ipynb
- file: 01-python/misc
sections:
- file: 01-python/w3-python-exceptions.ipynb
- file: 01-python/python-io.ipynb
- file: 01-python/w5-python-more-examples.ipynb
- caption: Arrays
chapters:
- file: 02-numpy/numpy
sections:
- file: 02-numpy/numpy-basics.ipynb
- file: 02-numpy/numpy-advanced.ipynb
- file: 02-numpy/numpy-exercises.ipynb
- caption: Scientific Python
chapters:
- file: 04-matplotlib/matplotlib
sections:
- file: 04-matplotlib/matplotlib-basics.ipynb
- file: 04-matplotlib/matplotlib-exercises.ipynb
- file: 05-scipy/scipy
sections:
- file: 05-scipy/scipy-basics.ipynb
- file: 05-scipy/scipy-exercises.ipynb
- file: 05-scipy/scipy-basics-2.ipynb
- file: 05-scipy/scipy-exercises-2.ipynb
- file: 06-sympy/sympy
sections:
- file: 06-sympy/sympy-examples.ipynb
- file: 06-sympy/integration-simpsons.ipynb
- file: 06-sympy/sympy-exercises.ipynb
- caption: Machine Learning
chapters:
- file: 11-machine-learning/neural-net-basics
sections:
- file: 11-machine-learning/gradient-descent
- file: 11-machine-learning/neural-net-derivation
- file: 11-machine-learning/neural-net-hidden
sections:
- file: 11-machine-learning/neural-net-improvements
- file: 11-machine-learning/machine-learning-libraries
sections:
- file: 11-machine-learning/keras-mnist
- file: 11-machine-learning/keras-clustering
- caption: Python packaging and applications
chapters:
- file: 09-packages/python-modules
- file: 09-packages/python-arguments
- file: 09-packages/python-more-modules
- file: 09-packages/python-packages
- file: 09-packages/python-tools
- caption: Git and Github
chapters:
- file: git/version-control
- file: git/git
- file: git/github
- file: git/pull-requests
- caption: Unit tests
chapters:
- file: 10-testing/testing
- file: 10-testing/pytest
sections:
- file: 10-testing/more-pytest
- file: 10-testing/real-world-example
- caption: Extensions
chapters:
- file: 12-extensions/extensions-overview
- file: 12-extensions/extensions-example