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

baybe

Bayesian Optimization and Design of Experiments

rormula

Formula parser and evaluator for Wilkinson Notation and dataframes arithmetics

bofire

Experimental design and (multi-objective) bayesian optimization.

mopti

Tools for experimental design and multi-objective optimization

psychopy-lib

For running psychology and neuroscience experiments

recap

Reproducible configurations for any project.

calisim

A toolbox for the calibration and evaluation of simulation models.

experiment-server

A framework to configure your experiments away from your implementation

designofexperiment

A Python Package for intuitive design of experiments with user-friendly analysis of results

nextorch

Experimental design and Bayesian optimization library in Python/PyTorch

bandwitch

Enzyme selection for DNA verification and identification.

opensesame-extension-omm

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

olymp

Olympus: a benchmarking framework for noisy optimization and experiment planning

psychos

Package for creating experiments for behavioural research.

pywoodway

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

pore2chip

A package that takes 3D images of porous materials and generates representative 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