Experimental Design Python Packages

yacs

YACS -- Yet Another Configuration System

emukit

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

psychopy

For running psychology and neuroscience experiments

rormula

Formula parser and evaluator for Wilkinson Notation and dataframes arithmetics

baybe

Bayesian Optimization and Design of Experiments

bofire

Experimental design and (multi-objective) bayesian optimization.

mopti

Lightweight tools for experimental design and multi-objective optimization.

psychopy-lib

For running psychology and neuroscience experiments

calisim

A toolbox for the calibration and evaluation of simulation models.

olymp

Olympus: a benchmarking framework for noisy optimization and experiment planning

experiment-server

Server for experiments to get configuarations from

recap

Reproducible configurations for any project.

designofexperiment

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.

opensesame-extension-omm

OpenMonkeyMind plugins and extension for OpenSesame

nextorch

Experimental design and Bayesian optimization library in Python/PyTorch

bandwitch

💫 Computer-aided DNA assembly validation and identification from restriction digests.

psychos

Create simple experiments in Python

pywoodway

Python library to interface with Woodway treadmills, specifically designed for the Woodway split belt treadmill.

pore2chip

A python package that takes XCT images of porous materials and generates representative digital twin micromodels

timeline-kun

Timer Application for Experiment

openmonkeymind

OpenMonkeyMind is a framework for distributing OpenSesame experiments. This repository contains the client software, i.e. plugins and an extension for OpenSesame.

matter-golem

Golem: An Algorithm for Robust Experiment and Process Optimization