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
Alternatives and similar repositories for design-of-experiments:
Users that are interested in design-of-experiments are comparing it to the libraries listed below
- DoEgen: A Python Library for Optimised Design of Experiment Generation and Evaluation☆81Updated last month
- A tool to optimize real world problems☆79Updated this week
- Experimental design and Bayesian optimization library in Python/PyTorch☆50Updated 5 months ago
- Materials for ACerS Automated Experiment Course☆20Updated 8 months ago
- Framework for Object Oriented Modelling of Bioprocesses☆14Updated 3 years ago
- ☆82Updated 2 weeks ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆95Updated last year
- Symbolic Kinetic Models with Python☆30Updated 3 months ago
- Optimising chemical reactions using machine learning☆125Updated 4 months ago
- Better Data Splits for Machine Learning☆68Updated 3 months ago
- Python package for modelling enzyme reactions using Monte carlo sampling from parameter distributions☆29Updated 3 years ago
- Hybrid Modeling Framework☆23Updated last year
- A curated list of online chemical engineering education resources☆140Updated last month
- ☆35Updated 9 months ago
- How to analyze molecular dynamics data with PyEMMA☆73Updated 5 years ago
- Experimental Design via Bayesian Optimization☆127Updated 2 years ago
- Bayesian Optimization and Design of Experiments☆288Updated this week
- A repository with examples on essential knowledge of chemical engineering.☆50Updated 2 weeks ago
- Python implementation of the force and diffusion inference method described in (Frishman and Ronceray, Phys. Rev. X 10, 021009, 2020).☆27Updated 2 years ago
- Quantum mechanical descriptor generation☆53Updated 4 years ago
- Development repository for Kipet.☆20Updated 2 years ago
- Lightweight tools for experimental design and multi-objective optimization.☆29Updated last year
- A Python library for solution chemistry☆66Updated last week
- Deep learning meets molecular dynamics.☆177Updated 5 years ago
- ☆54Updated last year
- Analysis workflow for yield prediction and optimisation in bioreactors for cultivated meat production☆15Updated 6 months ago
- Mixed Variable Multi-Objective Optimisation☆19Updated 3 years ago
- Gibbs-Helmholtz Graph Neural Network☆17Updated last year
- The database of chemical parameters used with Reaction Mechanism Generator☆100Updated this week
- Spring 2023 seminar on automated experiment☆23Updated last year