optimeo#

OPTIMEO: Bayesian optimization, design of experiments, and data analysis tools.

[![PyPI version](https://img.shields.io/pypi/v/optimeo.svg)](https://pypi.org/project/optimeo/)

OPTIMEO helps scientists and engineers optimize experimental processes through:

  • Design of Experiments (DoE)

  • Bayesian Optimization (BO)

  • Data analysis and regression/model interpretation

## Installation

Recommended install with uv:

uv venv .venv –python 3.10 source .venv/bin/activate uv pip install optimeo

Alternative install with pip:

python -m venv .venv source .venv/bin/activate python -m pip install –upgrade pip python -m pip install optimeo

Install from GitHub:

python -m pip install “git+https://github.com/colinbousige/OPTIMEO.git”

## Usage

Launch the Streamlit app:

optimeo

If needed, disable Streamlit file watcher issues explicitly:

optimeo –server.fileWatcherType=none

You can also use the hosted app at https://optimeo.streamlit.app/.

## API Overview

  • optimeo.doe: design of experiments utilities and classes

  • optimeo.bo: Bayesian optimization workflow and helpers

  • optimeo.analysis: data analysis and machine learning modeling

For full API pages, use the docs sidebar or direct module pages:

  • optimeo/analysis.html

  • optimeo/bo.html

  • optimeo/doe.html