Introduction to Python for Chemical Engineers
The following files are of interest:
Python4ChEs.ipynb Master notebook file containing the presentation material and calculations
Motor_Maintenance.ipynb An application of machine learning models to classify if a motor is pre or post maintenance using the recorded sound.
TRI_API.ipynb An application of accessing data over the Web and some exploratory data analysis. Imports
GitHub_ChEs.ipynb Uses the GitHub API to find chemical engineering users and analyze their repositories. Creates
docs\index.html The presentation of the notebook as slides, viewable at https://chepyle.github.io/Python4ChEs
Ten_Problems folder provides Python solutions to ten well-known example problems in chemical engineering.
Other housekeeping files
Files needed to configure mybinder.org notebooks
slides_reveal.tpl Reveal.js template file to make the slide presenation via
ExampleData folder contains files used for the examples in