Experimental Design Python Packages

yacs

YACS -- Yet Another Configuration System

2.9M 1K 90

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.

46K 659 133

psychopy

For running psychology and neuroscience experiments

22K 2K 978

process-improve

Python toolkit for analysis of industrial process data; multivariate analysis, designed experiments, process monitoring.

22K 15 12

baybe

Bayesian Optimization and Design of Experiments

10K 488 78

bofire

Experimental design and (multi-objective) bayesian optimization.

6K 394 50

rormula

Formula parser and evaluator for Wilkinson Notation and dataframes arithmetics

5K 5 0

psychopy-lib

For running psychology and neuroscience experiments

3K 2K 978

mopti

Lightweight tools for experimental design and multi-objective optimization.

1K 31 3

experiment-server

A framework to configure your experiments away from your implementation

754 2 0

calisim

A toolbox for the calibration and evaluation of simulation models.

738 22 3

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.

614 22 7

recap

Reproducible configurations for any project.

607 3 1

bandwitch

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

581 15 0

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.

571 0 3