Design Of Experiments Python Packages

pydoe

Design of Experiments for Python

357K 340 128

pydoe3

Design of experiments for Python

72K 65 16

process-improve

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

13K 20 13

pyoptex

Flexible and accessible design of experiments in Python. Provides industry with an easy package to create designs based with limited expert knowledge. Provides researchers with the ability to easily create new criteria and design structures.

13K 23 4

baybe

Bayesian Optimization and Design of Experiments

7K 515 81

f3dasm

Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)

4K 128 33

orbit-eval

You have a robot. orbit tells you what to do next, and how you will know it worked. Zero-dependency CLI for LeRobot datasets and evaluations: what the recording got wrong, what it never covered, whether a change survived the noise.

4K 1 0

doepy

Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/

3K 166 43

daspi

Process Analytics & Six Sigma in Python — integrated workflows for capability analysis, root cause analysis, and statistical process control.

2K 7 0

processbehavior

Process behavior charts (control charts / SPC) for Python — XmR, Xbar-S, histograms, capability, Taguchi loss. Implements Bishop's Variance Analysis System with chart math validated against published reference results.

2K 4 1

knowlytix-core

Apache-2.0 source for the three-package Knowlytix GMSH agentic-AI testing stack: knowlytix-doc, knowlytix-bench, knowlytix-harness. Release-time mirror of knowlytix/GMS.

2K 0 1

discopt-doe

Design-of-experiments plugin for the discopt modeling language: active-learning optimization, classical factorial/mixture designs, and model-based D/A/E-optimal design.

598 1 0

knowlytix-harness

Apache-2.0 source for the three-package Knowlytix GMSH agentic-AI testing stack: knowlytix-doc, knowlytix-bench, knowlytix-harness. Release-time mirror of knowlytix/GMS.

594 0 1

knowlytix-benchmark

Apache-2.0 source for the three-package Knowlytix GMSH agentic-AI testing stack: knowlytix-doc, knowlytix-bench, knowlytix-harness. Release-time mirror of knowlytix/GMS.

592 0 1

knowlytix-knowledge

Apache-2.0 source for the three-package Knowlytix GMSH agentic-AI testing stack: knowlytix-doc, knowlytix-bench, knowlytix-harness. Release-time mirror of knowlytix/GMS.

589 0 1

optimeo

OPTIMEO is a web application doubled by a package that helps you optimize your experimental process by generating a Design of Experiment, generating new experiments using Bayesian Optimization (BO), and analyzing the results of your experiments using Machine Learning models.

515 11 5

experiment-design

Tools to create experiment designs

392 6 1

svemnet

Self-Validated Ensemble Models (SVEM) for Python: lasso/elastic-net and forward-selection ensembles for small-sample design of experiments. Python counterpart of the R package SVEMnet.

341 0 0