design-of-experiments

There are 9 repositories under design-of-experiments topic.

tirthajyoti / Design-of-experiment-Python
Design-of-experiment (DOE) generator for science, engineering, and statistics
statistics design-of-experiments latin-hypercube random-generation analytics dataframe science matrix factors experiment
Language:Jupyter Notebook 236
emdgroup / baybe
Bayesian Optimization and Design of Experiments
bayesian-optimization design-of-experiments machine-learning active-learning experimental-design optimization
Language:Python 186
doepy
tirthajyoti / doepy
Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/
design design-of-experiments doe engineering factorial-experiment phsyics python random-design research science statistics
Language:Python 141
tylermorganwall / skpr
Generates and evaluates D, I, A, Alias, E, T, G, and custom optimal designs. Supports generation and evaluation of mixture and split/split-split/N-split plot designs. Includes parametric and Monte Carlo power evaluation functions. Provides a framework to evaluate power using functions provided in other packages or written by the user.
optimal-designs rstats design-of-experiments survival-analysis power r split-plot-designs linear-models linear-regression monte-carlo
Language:R 106
bessagroup / f3dasm
Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)
data-driven machine-learning computational-mechanics design-of-experiments framework materials-science
Language:Python 102
VlachosGroup / nextorch
Experimental design and Bayesian optimization library in Python/PyTorch
bayesian-optimization design-of-experiments experimental-design pytorch
Language:Python 44
phrb / ExperimentalDesign.jl
Design of Experiments in Julia
design-of-experiments experimental-design julia statistical-analysis statistics
Language:Julia 25
thtang / Business-Analytics-Using-Statistical-Modeling
BASM - 2017 Spring
business-analytics statistics bootstrapping-statistics regression anova design-of-experiments hypothesis-testing r-programming
Language:HTML 25
danieleongari / awesome-design-of-experiments
Curated list of resources for the Design of Experiments (DOE)
design-of-experiments doe awesome awesome-list sampling-methods
15
davidenunes / exp
python experiment management toolset
cli configuration-files design-of-experiments grid-search hyperparameter-optimization hyperparameter-tuning matplotlib multiprocessing optimization parallel-processing parameter-space
Language:Python 15
rohitsanj / doex
Python library for Design and Analysis of Experiments
anova anova-test binder design-of-experiments factors latin-square one-way-anova probability probability-distribution python-library statistical-analysis statistics-library two-way-anova
Language:Python 12
doe
basf / doe
Python package for flexible generation of D-optimal experimental designs
design-of-experiments experimental-design optimization python
Language:Python 10
pawanaichra / doe
Design of Experiments and Analysis
design-of-experiments experiment-analysis doe hacktoberfest
Language:Python 9
relf / pyDOE3
Design of experiments for Python
design-of-experiments sampling-methods
Language:Python 9
medford-group / TAPsolver
Simulation and Analysis Tool for TAP Reactor Systems
transient-kinetics pde-solver catalysis-informatics optimization design-of-experiments
Language:Python 8
act-elegancy / consumet
Open-source constructor of surrogates and metamodels
reduced-order-models surrogate-models meta-model surrogates optimization regression adaptive-sampling design-of-experiments sintef
Language:Python 7
bedapub / designit
Blocking and randomization for experimental design
rstats design-of-experiments randomization
Language:HTML 7
nicolas-kuechler / doe-suite
A tool for remote experiment management
design-of-experiments experiment-management
Language:Python 7
mikediessner / simplelhs
Simple implementation of Latin Hypercube Sampling.
design-of-experiments latin-hypercube-sampling space-filling-designs numpy
Language:Python 6
Spogis / DWSIMChemDesign
ChemDesign: DWSIM Experiment Toolkit
design-of-experiments doe dwsim extension latin-hypercube-sampling toolkit
Language:HTML 6
uob-positron-imaging-centre / MED
Autonomously driving equation discovery, from the micro to the macro, from laptops to supercomputers.
automatic-parallelization design-of-experiments gaussian-processes modelling sensitivity-analysis symbolic-regression uncertainty-quantification
Language:Python 6
komahanb / kriging
Kriging
design-of-experiments interpolation kriging machine-learning
Language:PostScript 5
Mansourt / MATLAB_Hammersley_Sampling_for_Design_of_Experiments_DOE
Hammersley Sampling method For Design of Experiments (DOE) has been implemented in MATLAB
design-of-experiments hammersley sampling-methods
Language:MATLAB 5
Opti_plus_plus
ClaudeTO80 / Opti_plus_plus
Optimization framework library fully written in C++
c-plus-plus design-exploration design-of-experiments doe optimization-framework optimization-library optimization-tools robustdesign
Language:C++ 4
jchristopherson / fstats
A modern Fortran statistical library.
anova design-of-experiments distributions experimental-design hypothesis-testing regression special-functions statistical-testing statistics levenberg-marquardt allan-variance bootstrap lowess sampling-distribution
Language:Fortran 4
b1f6c1c4 / ansys-moe
Computer-automated Design (CautoD) System 自动化设计系统
optimization design-of-experiments cautod ansys bayesian-optimization
Language:JavaScript 3
cran-task-views / ExperimentalDesign
CRAN Task View: Design of Experiments (DoE) & Analysis of Experimental Data
cran design-of-experiments experimental-data r rstats task-views
3
sieste / doit
Bayesian Computation using Design of Experiments-based Interpolation Technique in R
r bayesian interpolation design-of-experiments posterior-distributions r-package
Language:R 3
baharev / mindiffver
Computing the noncentral-F distribution and the power of the F-test with guaranteed accuracy
interval-arithmetic numerical-methods design-of-experiments
Language:C++ 2
brsynth / icfree-ml
Design of experiments (DoE) and machine learning packages for the iCFree project
machine-learning cell-free design-of-experiments latin-hypercube-sampling
Language:Jupyter Notebook 2
kevin7lou / ab-testing-from-scratch
A/B Testing from Scratch
ab-testing design-of-experiments doe experiment experimental-design
Language:Jupyter Notebook 2
kunal-kotian / ab_testing_sample_size_calculator
Code for calculating sample sizes for A/B tests based on power analysis.
ab-testing sample-size-calculation design-of-experiments data-science
Language:Python 2
scwolof / doepy
Python package for design of experiments
design-of-experiments gaussian-processes surrogate-based-optimization
Language:Python 2
lepsmate / MixedDoE-MATLAB
Mixed Design of Experiments (DoE) in Matlab
continuous-variables design-of-experiments discrete-variables halton-sequence lhs matlab mixed orthogonal-arrays training-and-testing
Language:MATLAB 1
mfsungeun / punch-die-optimization-pcb-registration
This repository contains code and data for optimizing punch and die design to minimize punched deviations in PCB registraion.
abaqus-python-script design-of-experiments jupyter-notebook optimization pcb-manufacturing python simulation surrogate-based-optimization surrogate-models
Language:Jupyter Notebook 1
Spogis / EasyDOE
Easy DOE
design-of-experiments doe lhc lhc-experiment
Language:HTML 1