process-intelligence-research

AI-in-Bio-Chemical-Engineering-Lecture-Coding

This repository contains Python code files used as examples during my lectures. Each lecture is organized into a separate folder for easy navigation and reference.

ChemEngKG_kgtool

ython package for accessing the Chemical Engineering Knowledge Graph (ChemEngKG)

computational_practicum_lecture_coding

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

ReLU_ANN_MILP

With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function. At the moment, only TensorFlow sequential models are supported. Interfaces to either the Pyomo or Gurobi modeling environments are offered.

SFILES2

Conversion between PFDs/P&IDs and SFILES 2.0 strings

process-intelligence-research/ReLU_ANN_MILP

With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function. At the moment, only TensorFlow sequential models are supported. Interfaces to either the Pyomo or Gurobi modeling environments are offered.

process-intelligence-research/SFILES2

Conversion between PFDs/P&IDs and SFILES 2.0 strings

process-intelligence-research/AI-in-Bio-Chemical-Engineering-Lecture-Coding

This repository contains Python code files used as examples during my lectures. Each lecture is organized into a separate folder for easy navigation and reference.

process-intelligence-research/ChemEngKG_kgtool

ython package for accessing the Chemical Engineering Knowledge Graph (ChemEngKG)

process-intelligence-research/computational_practicum_lecture_coding

process-intelligence-research/detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.