Starred repositories
An open source python library for scalable Bayesian optimisation.
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
Basic Open-source Nonlinear Mixed INteger programming
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
Efficient global sensitivity analysis using mechanistic or machine learning models
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Represent trained machine learning models as Pyomo optimization formulations
A repo collecting my generative AI projects
pyDEXPI is an open-source Python tool for the DEXPI standard. DEXPI is a "Data Exchange in the Process Industry". It represents relevant information from Piping and Instrumentation Diagrams (P&IDs).
An AUGMECON based multi-objective optimization solver for Pyomo.
This is a GAMS implementation of an improved version of the augmented eps-constraint method for generating the efficient (Pareto optimal, nondominated) solutions in multiobjective problems.
Reinforcement learning environments for process control applications.
A Python implementation of global optimization with gaussian processes.
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
📃 A list of practical projects that anyone can solve in any programming language.
Roadmap to becoming an Artificial Intelligence Expert in 2022
100+ Python challenging programming exercises
Curated list of project-based tutorials