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Experimental Design Python Packages

Python packages with the GitHub topic experimental-design. Sorted by relevance, with stars and monthly downloads.
rbgirshick
yacs

YACS -- Yet Another Configuration System

2.5M 1K 90
emukit
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.

51K 655 132
psychopy
psychopy

For running psychology and neuroscience experiments

22K 2K 976
basf
rormula

Formula parser and evaluator for Wilkinson Notation and dataframes arithmetics

14K 5 0
emdgroup
baybe

Bayesian Optimization and Design of Experiments

8K 457 76
experimental-design
bofire

Experimental design and (multi-objective) bayesian optimization.

5K 379 45
basf
mopti

Lightweight tools for experimental design and multi-objective optimization.

4K 30 3
psychopy
psychopy-lib

For running psychology and neuroscience experiments

4K 2K 976
Plant-Food-Research-Open
calisim

A toolbox for the calibration and evaluation of simulation models.

2K 20 3
aspuru-guzik-group
olymp

Olympus: a benchmarking framework for noisy optimization and experiment planning

1K 97 30
ahmed-shariff
experiment-server

Server for experiments to get configuarations from

902 2 0
georg-wolflein
recap

Reproducible configurations for any project.

830 3 1
JamesMarshall31
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.

681 22 7
open-cogsci
opensesame-extension-omm

OpenMonkeyMind plugins and extension for OpenSesame

520 0 3
VlachosGroup
nextorch

Experimental design and Bayesian optimization library in Python/PyTorch

460 56 11
Edinburgh-Genome-Foundry
bandwitch

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

452 15 0
memory-formation
psychos

Create simple experiments in Python

341 0 0
Munroe-Meyer-Institute-VR-Laboratory
pywoodway

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

263 1 0
EMSL-Computing
pore2chip

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

217 13 5
nishimura5
timeline-kun

Timer Application for Experiment

156 5 0
open-cogsci
openmonkeymind

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

82 0 3
aspuru-guzik-group
matter-golem

Golem: An Algorithm for Robust Experiment and Process Optimization

68 18 1
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