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Projects in Awesome Lists tagged with design-of-experiments
A curated list of projects in awesome lists tagged with design-of-experiments .
https://github.com/emdgroup/baybe
Bayesian Optimization and Design of Experiments
active-learning bayesian-optimization design-of-experiments experimental-design machine-learning optimization
Last synced: 06 Nov 2024
https://github.com/tirthajyoti/design-of-experiment-python
Design-of-experiment (DOE) generator for science, engineering, and statistics
analytics dataframe design-of-experiments experiment factors latin-hypercube matrix random-generation science statistics
Last synced: 16 Dec 2024
https://github.com/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
Last synced: 15 Dec 2024
https://github.com/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.
design-of-experiments linear-models linear-regression monte-carlo optimal-designs power r rstats split-plot-designs survival-analysis
Last synced: 22 Dec 2024
https://github.com/thtang/Business-Analytics-Using-Statistical-Modeling
BASM - 2017 Spring
anova bootstrapping-statistics business-analytics design-of-experiments hypothesis-testing r-programming regression statistics
Last synced: 13 Nov 2024
https://github.com/phrb/experimentaldesign.jl
Design of Experiments in Julia
design-of-experiments experimental-design julia statistical-analysis statistics
Last synced: 08 Nov 2024
https://github.com/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
Last synced: 19 Nov 2024
https://github.com/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
Last synced: 28 Oct 2024
https://github.com/relf/pydoe3
Design of experiments for Python
design-of-experiments sampling-methods
Last synced: 28 Oct 2024
https://github.com/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
Last synced: 27 Nov 2024
https://github.com/phrb/ccgrid19
Autotuning Source Transformation Tools with Design of Experiments, published @ CCGRID'19
autotuning ccgrid design-of-experiments orio r source-to-source spapt statistics
Last synced: 08 Dec 2024
https://github.com/tupui/kdoe
Kernel-based Design of Experiments
design-of-experiments kernel-density-estimation python
Last synced: 06 Dec 2024
https://github.com/ccsi-toolset/measurement-optimization
Code for Measure This, Not That: Optimizing the Cost and Model-Based Informa- tion Content of Measurements
applied-statistics convex-optimization data-science design-of-experiments pyomo
Last synced: 21 Nov 2024