Python Data Science Handbook: full text in Jupyter Notebooks

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Handout for the tutorial "Creating publication-quality figures with matplotlib"

An Octave kernel for IPython

A repository of Pyomo examples.

A framework for hydrodynamics explorations and prototyping

create sankey diagrams with matplotlib

Some code examples gathered during my Month of Julia.

Coupling Integrated Assessment Models output with Life Cycle Assessment.

Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi

Visualize Eclipse/Petrel outputs Grid File (GRDECL) using Paraview(VTK)

Cantera examples in the form of Jupyter notebooks

Machine Learning for Engineers in Python

A python package for drawing process flow diagrams

Materials for JuliaCon 2017 tutorial

Julia package towards classical molecular modeling of nanoporous materials

Data package: conventional power plants

Core2Relperm project for inverse modelling of core flooding experiments

Conversion between PFDs/P&IDs and SFILES 2.0 strings

Worked examples from Monograph 20 'Phase Behavior' - Appendices B and C

This repository includes pKa data digitized and curated from reference books published by IUPAC.

Balmorel Model

Minimalistic chemical process simulator based on the IKCAPE thermodynamic specifications.

OpenSynth Model Repository

(ARCHIVED - use IDAES/examples) Example Python code, Jupyter Notebooks, and other files for the IDAES PSE

Materials for SCIML2024 workshop

Python code for chemical engineering : master classes and research