Projects in Awesome Lists tagged with experimental-design

https://github.com/psychopy/psychopy

For running psychology and neuroscience experiments

experiment experiment-control experimental-design linguistics neuroscience psycholinguistics psychology psychophysics psychopy python science

Last synced: 22 Feb 2026

https://github.com/rbgirshick/yacs

YACS -- Yet Another Configuration System

configuration-management experimental-design python research

Last synced: 14 May 2025

https://github.com/jspsych/jspsych

Create behavioral experiments in a browser using JavaScript

experimental-design experiments javascript jspsych psychology psychology-experiments research science

Last synced: 31 Jan 2026

https://github.com/jspsych/jsPsych

Create behavioral experiments in a browser using JavaScript

experimental-design experiments javascript jspsych psychology psychology-experiments research science

Last synced: 14 Mar 2025

https://github.com/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.

bayesian-optimization bayesian-quadrature decision-making emulation experimental-design machine-learning multi-fidelity python sensitivity-analysis uncertainty-quantification

Last synced: 09 Apr 2025

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: 25 Jan 2026

https://github.com/rawls238/PlanOut.js

A JavaScript port of Facebook's PlanOut Experimentation Framework

ab-testing experimental-design planout

Last synced: 31 Mar 2025

https://github.com/rawls238/planout.js

A JavaScript port of Facebook's PlanOut Experimentation Framework

ab-testing experimental-design planout

Last synced: 12 Dec 2025

https://github.com/experimental-design/bofire

Experimental design and (multi-objective) bayesian optimization.

active-learning bayesian-optimization cheminformatics experimental-design multiobjective-optimization

Last synced: 08 Apr 2025

https://bvieth.github.io/powsimR/

Power analysis is essential to optimize the design of RNA-seq experiments and to assess and compare the power to detect differentially expressed genes. PowsimR is a flexible tool to simulate and evaluate differential expression from bulk and especially single-cell RNA-seq data making it suitable for a priori and posterior power analyses.

experimental-design gene-expression power power-analysis r rna-seq simulation simulation-framework single-cell

Last synced: 08 Apr 2025

https://github.com/bvieth/powsimR

Power analysis is essential to optimize the design of RNA-seq experiments and to assess and compare the power to detect differentially expressed genes. PowsimR is a flexible tool to simulate and evaluate differential expression from bulk and especially single-cell RNA-seq data making it suitable for a priori and posterior power analyses.

experimental-design gene-expression power power-analysis r rna-seq simulation simulation-framework single-cell

Last synced: 11 May 2025

https://github.com/aspuru-guzik-group/olympus

Olympus: a benchmarking framework for noisy optimization and experiment planning

chemistry experimental-design machine-learning materials-science optimization

Last synced: 26 Sep 2025

https://github.com/google/trimmed_match

This Python library implements Trimmed Match for analyzing randomized paired geo experiments and also implements Trimmed Match Design for designing randomized paired geo experiments.

abtest causal-inference experimental-design geo-experiments iroas robust-statistics

Last synced: 06 Aug 2026

https://github.com/mlr-org/paradox

ParamHelpers Next Generation

experimental-design hyperparameters mlr3 r r-package transformations

Last synced: 05 Apr 2025

https://github.com/phrb/experimentaldesign.jl

Design of Experiments in Julia

design-of-experiments experimental-design julia statistical-analysis statistics

Last synced: 22 Apr 2025

https://github.com/basf/mopti

Lightweight tools for experimental design and multi-objective optimization.

bayesian-optimization experimental-design multiobjective-optimization optimization python

Last synced: 03 Apr 2026

https://github.com/mrbald/ufw

A minimalist framework for rapid server side applications prototyping in C++ with dependency injection support.

asio benchmark boost cpp cpp11 cpp14 dependency-injection experimental-design inversion-of-control messaging minimalist-framework prototyping reactive-programming server-side-technologies yaml

Last synced: 10 Apr 2025

https://github.com/madsjulia/biguq.jl

Bayesian Information Gap Decision Theory

bayesian bayesian-data-analysis data-driven data-science decision-analysis decision-making decision-model decision-support decision-theory experimental-design high-performance-computing information-gap information-theory julia mads model-analysis model-driven predictive-analysis uncertainty-quantification

Last synced: 22 Apr 2025

https://github.com/aspuru-guzik-group/golem

Golem: an algorithm for robust experiment and process optimization

experimental-design machine-learning optimization

Last synced: 11 Apr 2025

https://github.com/jchristopherson/fstats

A modern Fortran statistical library.

allan-variance anova bootstrap design-of-experiments distributions experimental-design hypothesis-testing interpolation levenberg-marquardt lowess markov-chain-monte-carlo mcmc-sampler metropolis-hastings multivariate regression sampling-distribution special-functions statistical-testing statistics

Last synced: 23 Sep 2025

https://github.com/edinburgh-genome-foundry/bandwitch

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

dna-assembly experimental-design fragment-analysis synthetic-biology

Last synced: 15 Jul 2025

https://github.com/kgdunn/process-improve

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

batch-data-analysis batch-process chemometrics design-of-experiments experimental-design latent-variables multiblock-structures multivariate-analysis multivariate-statistics partial-least-squares partial-least-squares-regression pca pls principal-component-analysis-pca principal-components-regression process-monitoring statistical-process-control

Last synced: 02 Jun 2026

https://github.com/lynncoleart/sporkle

Democratizing AI compute through heterogeneous device orchestration

ai ai-research compute experimental-design fortran fortran90 inference mesh-networks

Last synced: 07 Oct 2025

https://github.com/wb-az/timeseries-sensor-anomaly-detection

Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM

bilstm-model clustering-algorithm conover deep-learning experimental-design friedman-test histogram-based-outlier-score hypothesis-testing iforest-model knn-model minimum-covariance-determinant nonparametric-statistics pairwise-comparison pycaret-library pytorch svm-model time-series unsupervides-deep-learning

Last synced: 10 Oct 2025

https://github.com/tencent-quantum-lab/odbo

Bayesian optimization with prescreening of search space via supervised outlier detection

bayesian-optimization directed-evolution experimental-design machine-learning protein-design

Last synced: 14 Apr 2025

https://github.com/biometryhub/biometryassist

A package to aid in teaching experimental design and analysis through easy access and documentation of helper functions. Renaming of previous BiometryTraining package.

biometry experimental-design package r rstats rstats-package teaching

Last synced: 22 Oct 2025

https://github.com/merck/ceedesigns.jl

A decision-making framework for the cost-efficient design of experiments, balancing the value of acquired experimental evidence and incurred costs.

decision-making experimental-design julia-language

Last synced: 15 Sep 2025

https://github.com/basf/rormula

Formula parser and evaluator for Wilkinson Notation and dataframes arithmetics

doe experimental-design parser wilkinson

Last synced: 03 Apr 2026

https://github.com/agrdatasci/gosset

Tools for Data Analysis in Experimental Agriculture

experimental-design r rankings-data rstats

Last synced: 12 Apr 2025

https://github.com/vikjam/pwrcalc

Power calculations in R that produce results familiar to Stata users.

economics experimental-design statistics

Last synced: 12 Jul 2025

https://github.com/pakillo/stats-intro

Introduction to statistical inference

experimental-design hypothesis-testing model-selection r rstats statistical-inference statistics teaching-materials

Last synced: 16 Oct 2025

https://github.com/bsodium/svg-gradients

A collection of methods for rendering svg grainy/noisy gradients

experiment experimental-design featured gradient svg

Last synced: 09 Aug 2025

https://github.com/markean/elgbd

Empirical likelihood for general block designs

experimental-design package r

Last synced: 29 Oct 2025

https://github.com/grosstor/identiflow

Identifiability and experimental design in perturbation studies

experimental-design identifiability matroid maximum-flow network-inference reverse-engineering systems-biology

Last synced: 04 Apr 2025

https://github.com/statomics/psls

Practical Statistics for the Life Sciences

anova experimental-design linear-models r statistics

Last synced: 14 Jul 2026

https://github.com/georg-wolflein/recap

Reproducible configurations for any project.

configuration-management experimental-design python reproducible-configurations research

Last synced: 14 Jan 2026

https://github.com/amalan-constat/needs4bigdata

R package implementing subsampling methods to find informative samples from big data

big-data cran experimental-design subsampling

Last synced: 05 Apr 2026

https://github.com/eggplantbren/posteriorentropy

bayesian-inference experimental-design information-theory

Last synced: 25 Mar 2025

https://github.com/mr-chang95/ibm_recommendation_system

Data Science Project for Udacity's Data Scientist Program. Using Python in Jupyter Notebook.

experimental-design ibm-watson machine-learning numpy pandas recommendation-engine recommendation-system udacity-data-science-nanodegree

Last synced: 20 Apr 2026

https://github.com/carpentries-incubator/statistical-experimental-design

Statistical Experimental Design

carpentries-incubator english experimental-design lesson pre-alpha statistics

Last synced: 16 May 2025

https://github.com/le-ander/msc_bioinfo-experimental_design

Using information theory to inform experimental design with GPU acceleration. Computing group project as part of the MSc in Bioinformatics and Theorectical Systems Biology at Imperial College London 2016/2017.

cuda experimental-design gpu-computing information-theory pycuda systems-biology

Last synced: 26 Apr 2026

https://github.com/nishimura5/timeline_kun

Timer Application for Experiment

experimental-design python timer timer-app timer-application timer-clock tkinter windows-11

Last synced: 06 Jan 2026

https://github.com/michaelflppv/ged-approximation

This is a repository of the code used for the experimental work in my Bachelor thesis on Approximation Algorithms for Graph Edit Distance (GED). It includes implementations, benchmarking scripts, and evaluation methods for comparing GED approximation algorithms with exact computations.

algorithm-performance approximation-algorithms benchmarking computational-complexity cplusplus experimental-design gedlib gnns graph-datasets graph-edit-distance graph-matching graph-neural-networks graph-similarity graphs heuristic-algorithm python reproducible-research

Last synced: 28 Apr 2026

https://github.com/oftatkofta/oftatkofta.github.io

Landing page for my consulting compant

bioimage-analysis consulting deep-learning experimental-design microscopy procurement

Last synced: 10 Mar 2026

https://github.com/danlessa/aprimoramento-lab-ifusp

Estudo para aprimoramento do experimento de Millikan no lab do IFUSP

experimental-design physics research-report universidade-de-sao-paulo

Last synced: 04 Feb 2026

https://github.com/sukiboo/sxf

Synthetic Experimental Framework for hyper-personalized behavioral nudging

experimental-design nudging reinforcement-learning simulated-environments tensorflow

Last synced: 14 May 2026

https://github.com/athowes/biodose

Radiation biodosimetry

experimental-design parametric-simulation radiation-dosimetry

Last synced: 18 Apr 2026

https://github.com/allielynn/caffeine-analysis

Experimental design project on the impacts of caffeine on attention levels

experimental-design linear-regression r

Last synced: 29 Oct 2025

https://github.com/eliasdehondt/dotmotionexperiment

A Python-based experiment built using PsychoPy for studying decision-making, confidence assessment, and response accuracy under varying conditions of visual dot motion coherence.

behavioral-sciences cognitive-science coherence decision-making dot-motion experimental-design perception-research psychological-experiments psychopy psychopy3 python reaction-time research-tools stimulus-presentation visual-perception

Last synced: 27 Jul 2025

https://github.com/welpo/stop-early-stopping

Why you shouldn't peek at significance levels to decide when to stop an experiment

ab-testing bad-practices early-stopping experimental-design experimentation good-practices p-hacking

Last synced: 31 Jan 2026

https://github.com/welpo/ab-testing-tools

A landing page for my free (as in freedom) experimentation tools.

ab-testing experimental-design landing-page

Last synced: 31 Jan 2026

https://github.com/Wb-az/Experimental-Design-and-Evaluation-of-Deep-Learning-Models-for-COVID-19-Segmentation-and-Detection

Segmentation of COVID-19 lession on chest CT images

computer-vision customised-kernel deep-neural-networks detection experimental-design fine-tuning instance-segmentation kernel-resizing mask-rcnn mean-average-precision medical-image-segmentation medical-imaging nifti python pytorch ranking-algorithm

Last synced: 16 Apr 2026

https://github.com/rickymiura/webflix-homepage-optimization

Performing A/B tests to optimize browsing time on the homepage of Webflix, a knockoff of Netflix.

ab-testing experimental-design

Last synced: 25 Aug 2025

https://github.com/rcorrero/heart_rate_experiment

An experiment to determine whether certain behavioral factors affect average heart rate during cardiovascular exercise. All experimentation was performed on and by the author, Richard Correro, in 2021.

experimental-design factorial-experiment

Last synced: 21 May 2026

https://github.com/rcalinjageman/how-much-data

A Free, Open-Access Online Workshop on Sample-Size Determination

experimental-design inferential-statistics sample-size

Last synced: 03 Jul 2026

https://github.com/mohdasti/xr-adaptive-modality-2025

A research platform for adaptive modality systems in extended reality (XR), implementing Fitts's Law target selection with dual input methods (hand-pointing and gaze), adaptive UI interventions, and comprehensive data logging for cognitive load studies.

adaptive-interface case-study cognitive-load experimental-design fitts-law gaze-tracking hand-tracking python r react typescript workload-assessment xr-modality