JamesMarshall31 / design-of-experiments
A Python Package for intuitive design of experiments with user-friendly analysis of results. The aim is for this package to rival the DOE capabilities of commercial software such as JMP. Currently designs and analysis will be more geared towards investigations following the Response Surface Methodology.
☆22Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for design-of-experiments
- DoEgen: A Python Library for Optimised Design of Experiment Generation and Evaluation☆77Updated 3 months ago
- Materials for ACerS Automated Experiment Course☆20Updated 6 months ago
- ☆79Updated last week
- Experimental design and Bayesian optimization library in Python/PyTorch☆50Updated 3 months ago
- Hybrid Modeling Framework☆23Updated last year
- Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/☆153Updated 9 months ago
- Framework for Object Oriented Modelling of Bioprocesses☆12Updated 3 years ago
- Better Data Splits for Machine Learning☆64Updated last month
- Optimising chemical reactions using machine learning☆120Updated 2 months ago
- Applied Numerical Computing Course☆27Updated last year
- How to analyze molecular dynamics data with PyEMMA☆72Updated 5 years ago
- Design of experiments for Python☆270Updated 3 years ago
- A tool to optimize real world problems☆74Updated this week
- Spring 2023 seminar on automated experiment☆23Updated last year
- A curated list of online chemical engineering education resources☆127Updated 11 months ago
- Bayesian Optimization and Design of Experiments☆269Updated this week
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆93Updated 4 years ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆91Updated last year
- Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.☆38Updated last month
- Development repository for Kipet.☆20Updated 2 years ago
- Experimental Design via Bayesian Optimization☆125Updated 2 years ago
- Modeling toolkit for biochemical simulation☆73Updated 2 months ago
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆44Updated this week
- scalable multi-fidelity machine learning☆9Updated 3 years ago
- Quantum mechanical descriptor generation☆52Updated 4 years ago
- Chemical Reaction Neural Network☆77Updated 3 months ago
- ☆12Updated 5 years ago
- Design of experiments for Python☆154Updated last year
- A numerical platform for the digital design of pharmaceutical processes☆23Updated 2 months ago
- ☆87Updated last month