puttak/python4ches

Introduction to Python for Chemical Engineers

Python4ChEs

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 EPA_TRI.py.

GitHub_ChEs.ipynb Uses the GitHub API to find chemical engineering users and analyze their repositories. Creates Top_Languages.html.

docs\index.html The presentation of the notebook as slides, viewable at https://chepyle.github.io/Python4ChEs

The Ten_Problems folder provides Python solutions to ten well-known example problems in chemical engineering.

Other housekeeping files apt.txt, requirements.txt Files needed to configure mybinder.org notebooks

slides_reveal.tpl Reveal.js template file to make the slide presenation via nbconvert

ExampleData folder contains files used for the examples in Python4ChEs.ipynb, Motor_Maintenance.ipynb