JamesMarshall31 / design-of-experimentsLinks
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 5 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
Sorting:
- Materials for ACerS Automated Experiment Course☆20Updated 2 months ago
- DoEgen: A Python Library for Optimised Design of Experiment Generation and Evaluation☆98Updated 7 months ago
- ☆95Updated 2 months ago
- Framework for Object Oriented Modelling of Bioprocesses☆17Updated 4 years ago
- ☆27Updated 10 months ago
- A tool to optimize real world problems☆114Updated last week
- Experimental design and Bayesian optimization library in Python/PyTorch☆55Updated last year
- Hybrid Modeling Framework☆25Updated 2 years ago
- Experimental design and (multi-objective) bayesian optimization.☆340Updated this week
- Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/☆161Updated last year
- A repository with examples on essential knowledge of chemical engineering.☆55Updated last month
- Hands-on material for a Machine Learning in Chemical Engineering course☆113Updated 2 years ago
- Modeling toolkit for biochemical simulation☆81Updated 10 months ago
- Design of experiments for Python☆163Updated 2 years ago
- Knee or elbow detection for curves☆22Updated 3 months ago
- python Parameter EStimation TOolbox☆264Updated last week
- Design of Experiments in Python☆28Updated 5 years ago
- Optimising chemical reactions using machine learning☆136Updated last year
- ☆101Updated 7 months ago
- Spring 2023 seminar on automated experiment☆23Updated 2 years ago
- Gaussian Processes for Experimental Sciences☆230Updated 5 months ago
- Design of experiments for Python☆292Updated 4 years ago
- A python package for producing publication quality images using matplotlib.☆104Updated 5 years ago
- A Python library for solution chemistry☆70Updated this week
- Chemical Reaction Neural Network☆98Updated 2 months ago
- The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty☆235Updated last week
- Better Data Splits for Machine Learning☆90Updated 2 months ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆14Updated 3 years ago
- Connecting experimental materials science with computational modeling and literature analysis via LLM-powered agents☆40Updated last week
- Design-of-experiment (DOE) generator for science, engineering, and statistics☆279Updated last year