GitHub topics: design-of-experiments
emdgroup/baybe
Bayesian Optimization and Design of Experiments
Language: Python - Size: 63.1 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 352 - Forks: 56
mborn1/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.
Language: Python - Size: 1.54 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 17 - Forks: 3
danieleongari/awesome-design-of-experiments
Curated list of resources for the Design of Experiments (DOE)
Size: 556 KB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 30 - Forks: 1
rohitsanj/doex
Python library for Design and Analysis of Experiments
Language: Python - Size: 137 KB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 3
AlexanderSouthan/pyExperimentalDesign
A tool for the analysis of datasets obtained by performing experiments according to a Design of Experiments (DoE) approach.
Language: Python - Size: 105 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 1
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.
Language: R - Size: 40.4 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 119 - Forks: 15
jchristopherson/fstats
A modern Fortran statistical library.
Language: Fortran - Size: 4.77 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 15 - Forks: 1
bessagroup/f3dasm
Framework for Data-Driven Design & Analysis of Structures & Materials (F3DASM)
Language: Python - Size: 48.8 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 121 - Forks: 32
mfvhidalgo/ML
Organized various ML models together
Language: Python - Size: 447 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
canbooo/experiment-design
Tools to create experiment designs
Language: Python - Size: 2.69 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 6 - Forks: 1
Spogis/DWSIMChemDesign
ChemDesign: DWSIM Experiment Toolkit
Language: HTML - Size: 2.31 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 2
phrb/ExperimentalDesign.jl
Design of Experiments in Julia
Language: Julia - Size: 1.34 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 3
tirthajyoti/doepy
Design of Experiment Generator. Read the docs at: https://doepy.readthedocs.io/en/latest/
Language: Python - Size: 5.68 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 158 - Forks: 42
VlachosGroup/nextorch
Experimental design and Bayesian optimization library in Python/PyTorch
Language: Python - Size: 48.1 MB - Last synced at: 27 days ago - Pushed at: 9 months ago - Stars: 51 - Forks: 11
tirthajyoti/Design-of-experiment-Python
Design-of-experiment (DOE) generator for science, engineering, and statistics
Language: Jupyter Notebook - Size: 547 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 264 - Forks: 97
brsynth/icfree-ml
Design of experiments (DoE) and machine learning packages for the iCFree project
Language: Python - Size: 5.48 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 2
relf/pyDOE3
Design of experiments for Python
Language: Python - Size: 759 KB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 36 - Forks: 3
nicolas-kuechler/doe-suite
A tool for remote experiment management
Language: Python - Size: 1.42 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 8 - Forks: 0
cran-task-views/ExperimentalDesign
CRAN Task View: Design of Experiments (DoE) & Analysis of Experimental Data
Size: 180 KB - Last synced at: 30 days ago - Pushed at: 3 months ago - Stars: 6 - Forks: 3
atdurkin/oodx
Object-Orientated Derivative-Free Optimisation
Language: Python - Size: 12.6 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
CCSI-Toolset/measurement-optimization
Code for Measure This, Not That: Optimizing the Cost and Model-Based Informa- tion Content of Measurements
Language: Jupyter Notebook - Size: 9.89 MB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1
bedapub/designit
Blocking and randomization for experimental design
Language: HTML - Size: 24.9 MB - Last synced at: 16 days ago - Pushed at: 6 months ago - Stars: 8 - Forks: 1
ngmsonn/Awesome_Design_of_Experiments
Size: 11.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0
pawanaichra/doe
Design of Experiments and Analysis
Language: Python - Size: 11.7 KB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 4
uob-positron-imaging-centre/MED
Autonomously driving equation discovery, from the micro to the macro, from laptops to supercomputers.
Language: Python - Size: 761 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1
chikuang/SLSEdesign
R package for computing optimal regression designs under second-order least-squares estimator
Language: R - Size: 242 KB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0
Spogis/EasyDOE
Easy DOE
Language: HTML - Size: 1.92 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0
kevin7lou/collection-AB-Testing-practice
A/B Testing from Scratch
Size: 109 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0
phrb/ccgrid19
Autotuning Source Transformation Tools with Design of Experiments, published @ CCGRID'19
Language: TeX - Size: 12.8 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1
emdgroup/baybe-ac24-workshop
Accelerate 2024 Workshop on Bayesian Optimization Recipes With BayBE
Language: Jupyter Notebook - Size: 1010 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 1
mrodobbe/gandalf-doe
Active learning tool for designing experiments
Language: Python - Size: 38.1 KB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
ProtoLife/daptics-api
API documentation and clients for the daptics.ai design of experiments engine
Language: Jupyter Notebook - Size: 5.68 MB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 1 - Forks: 1
tussanakorn/CPE353-Design-of-Experiments-KMUTT
This was part of the lab and homework I learned from CPE353.
Language: Jupyter Notebook - Size: 1.4 MB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1
mikediessner/simplelhs
Simple implementation of Latin Hypercube Sampling.
Language: Python - Size: 24.4 KB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 2
tsyet12/ASCA
ANOVA-Simultaneous Component Analysis
Language: Python - Size: 122 KB - Last synced at: 30 days ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
chikuang/optDesign
A MATLAB toolbox to compute optimal regression design
Language: MATLAB - Size: 8.69 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
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.
Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
ClaudeTO80/Opti_plus_plus
Optimization framework library fully written in C++
Language: C++ - Size: 804 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0
nick-gould/design-of-experiments
Using Python to work up a Design of Experiments
Language: Jupyter Notebook - Size: 104 KB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1
mherkersdorf/Incremental-Dynamic-Space-Filling-Design
A Design of Experiment (DoE) / excitation signal design technique for the identification of nonlinear dynamic systems.
Language: MATLAB - Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Mesbah-Lab-UCB/Code-for-AL-PSST-Mesbah-lab
Active learning-guided exploration of parameter space of air plasmas to enhance the energy efficiency of NO x production
Language: MATLAB - Size: 1.26 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
basf/doe
Python package for flexible generation of D-optimal experimental designs
Language: Python - Size: 5.26 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 6
lepsmate/MixedDoE-MATLAB
Mixed Design of Experiments (DoE) in Matlab
Language: MATLAB - Size: 1.57 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
gpdefilippo/auto-trebuchet
Providing ability to feed multiple parameters to webpage https://virtualtrebuchet.com/ for Design and Experiment Optimization in JMP
Language: Python - Size: 6.72 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
medford-group/TAPsolver
Simulation and Analysis Tool for TAP Reactor Systems
Language: Python - Size: 1.82 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 4
davidenunes/exp
python experiment management toolset
Language: Python - Size: 304 KB - Last synced at: 23 days ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 1
kunal-kotian/ab_testing_sample_size_calculator
Code for calculating sample sizes for A/B tests based on power analysis.
Language: Python - Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1
CABSEL/REDUCE
REDUCE is an algorithm for optimal design of gene knock-out (KO) for the purpose of gene regulatory network (GRN) inference.
Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
Mansourt/MATLAB_Hammersley_Sampling_for_Design_of_Experiments_DOE
Hammersley Sampling method For Design of Experiments (DOE) has been implemented in MATLAB
Language: MATLAB - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 2
act-elegancy/consumet
Open-source constructor of surrogates and metamodels
Language: Python - Size: 1000 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 0
sieste/doit
Bayesian Computation using Design of Experiments-based Interpolation Technique in R
Language: R - Size: 4.66 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0
ferdynandariza/fgls
Script used for my undergraduate thesis
Language: R - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
mariobecerra/opdesmixr
R package that creates Bayesian I- and D-optimal designs for choice models involving mixtures of ingredient proportions
Language: C++ - Size: 8.45 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
thtang/Business-Analytics-Using-Statistical-Modeling
BASM - 2017 Spring
Language: HTML - Size: 65.4 MB - Last synced at: 7 days ago - Pushed at: about 7 years ago - Stars: 25 - Forks: 11
eghalea/DOE-Pinball-Experiment
This project is a Pinball designed experiment to determine the effect of different types of ball on the distance in which the ball is thrown. After gathering the data from thrown balls, a hypothesis test was done on the sample mean of each treatment (thrown ball) in a completely randomized design with an alpha around 0.05.
Language: R - Size: 1.89 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
eghalea/Design-of-Experiments
This is a project on Factorial design analysis for multiple factors interaction
Size: 139 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
ABohynDOE/fatld
Generate and characterize designs with four-and-two-level (FATL) factors.
Language: Python - Size: 742 KB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
mukherjee07/Sequential-design-adsorption-for-small-molecules-in-MOFs
Sequential design of adsorption simulation for small molecule adsorption in a MOF
Language: Python - Size: 99.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
ABohynDOE/csw93
Catalog of all regular fractional factorial designs from Chen, Sun and Wu (1993) and Xu (2009)
Language: Python - Size: 882 KB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
long-rh/DSDApp
DSDApp: an open-access tool for Definitive Screening Design
Language: R - Size: 2.95 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
baharev/mindiffver 📦
Computing the noncentral-F distribution and the power of the F-test with guaranteed accuracy
Language: C++ - Size: 1.6 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 2 - Forks: 0
b1f6c1c4/ansys-moe 📦
Computer-automated Design (CautoD) System 自动化设计系统
Language: JavaScript - Size: 4.47 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 0
scwolof/doepy
Python package for design of experiments
Language: Python - Size: 2.18 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1
ellagale/doenut
Design of Experiments Numerical Utility Toolkit
Language: Jupyter Notebook - Size: 6.45 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1
tupui/KDOE
Kernel-based Design of Experiments
Language: Python - Size: 1.73 MB - Last synced at: about 2 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0
pedbrgs/Design-and-Analysis-of-Experiments
Case studies and final project of "Design and Analysis of Experiments" course (EEE933) - Graduate Program in Electrical Engineering (PPGEE/UFMG).
Language: R - Size: 19.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
csRon/autodoe
automizes your doe simulations or experiments
Language: Python - Size: 43.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
pbssarath/adaptive_doe_exp
Framework for performing Adaptive DoE with experiments
Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: 8 months ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1
gtancev/design-R
Web app for experimental design.
Language: Python - Size: 412 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
eufemianofp/Power_Analysis_Fish
Power analysis for fish guidance structures in downstream migration of fish in Swiss rivers
Language: R - Size: 3.05 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
ABohynDOE/mldoeR
Catalog of mixed four-and-two-level regular designs
Language: R - Size: 327 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
RubenGavidia/Engineering-Statistics_Portfolio_RubenGavidia0x
Design of Experiments (DOE), Quality control and process control,Time and methods engineering, Reliability engineering, Probabilistic design, System identification.
Language: C - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
Rajesh-VPai/HadamardNoise
Taguchi Hadamard Noise Orthogonal Matrix Generator Java Package for Noise OA Matrix
Language: Java - Size: 478 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
Rajesh-VPai/DOERegression
Java DOE Regression Package to generate the Equation of the Experiments
Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
Rajesh-VPai/DOEDataSimulator
Java DOE Data Simulator
Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
komahanb/kriging
Kriging
Language: PostScript - Size: 236 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 1
bertcarnell/impact
Determine the impact of a treatment using test-control and pre-post data
Language: R - Size: 1.13 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
