basf / doe
Python package for flexible generation of D-optimal experimental designs
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for doe
- Lightweight tools for experimental design and multi-objective optimization.☆28Updated last year
- ☆10Updated last year
- Mixed Variable Multi-Objective Optimisation☆18Updated 3 years ago
- Design of Experiments in Python☆27Updated 4 years ago
- Python library for parallel multiobjective simulation optimization☆74Updated 2 months ago
- A repository with examples on essential knowledge of chemical engineering.☆50Updated 6 months ago
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆44Updated this week
- Curated list of resources for the Design of Experiments (DOE)☆23Updated last month
- ☆79Updated last week
- Experimental design and (multi-objective) bayesian optimization.☆230Updated this week
- DoEgen: A Python Library for Optimised Design of Experiment Generation and Evaluation☆77Updated 3 months ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆91Updated last year
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆31Updated 3 years ago
- Definitive Screening design of experiments☆13Updated 5 months ago
- This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Pyth…☆52Updated 7 months ago
- Hybrid Modeling Framework☆23Updated last year
- A numerical platform for the digital design of pharmaceutical processes☆23Updated 2 months ago
- Design of experiments for Python☆29Updated 3 months ago
- Optimising chemical reactions using machine learning☆120Updated 2 months ago
- Multiobjective black-box optimization using gradient-boosted trees☆56Updated 4 months ago
- Experimental design and Bayesian optimization library in Python/PyTorch☆50Updated 3 months ago
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆21Updated last year
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆15Updated 9 months ago
- A brain for self-driving laboratories☆27Updated last year
- A curated list of online chemical engineering education resources☆127Updated 11 months ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆93Updated 4 years ago
- Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/☆153Updated 9 months ago
- Gibbs-Helmholtz Graph Neural Network☆17Updated last year
- Deep reinforcement learning for design of chemical engineering processes☆29Updated last year
- Better Data Splits for Machine Learning☆64Updated 2 months ago