experimental-design

There are 6 repositories under experimental-design topic.

psychopy / psychopy
For running psychology and neuroscience experiments
science neuroscience experiment experimental-design experiment-control psychophysics psycholinguistics linguistics python psychopy psychology
Language:Python 1617
rbgirshick / yacs
YACS -- Yet Another Configuration System
configuration-management experimental-design python research
Language:Python 1242
jspsych / jsPsych
Create behavioral experiments in a browser using JavaScript
experimental-design experiments javascript jspsych psychology psychology-experiments research science
Language:TypeScript 999
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.
machine-learning bayesian-optimization uncertainty-quantification multi-fidelity experimental-design bayesian-quadrature sensitivity-analysis decision-making emulation python
Language:Python 567
CausalInferenceLab / Causal-Inference-with-Python
Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.
causal-inference experimental-design python data-science econometrics causality
Language:Jupyter Notebook 377
rawls238 / PlanOut.js
A JavaScript port of Facebook's PlanOut Experimentation Framework
planout ab-testing experimental-design
Language:JavaScript 308
emdgroup / baybe
Bayesian Optimization and Design of Experiments
bayesian-optimization design-of-experiments machine-learning active-learning experimental-design optimization
Language:Python 186
bofire
experimental-design / bofire
Experimental design and (multi-objective) bayesian optimization.
active-learning bayesian-optimization cheminformatics experimental-design multiobjective-optimization
Language:Jupyter Notebook 106
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.
gene-expression single-cell rna-seq simulation-framework simulation power experimental-design power-analysis r
Language:HTML 104
aspuru-guzik-group / olympus
Olympus: a benchmarking framework for noisy optimization and experiment planning
chemistry experimental-design machine-learning materials-science optimization
Language:Jupyter Notebook 80
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.
geo-experiments experimental-design robust-statistics iroas causal-inference abtest
Language:Python 55
VlachosGroup / nextorch
Experimental design and Bayesian optimization library in Python/PyTorch
bayesian-optimization design-of-experiments experimental-design pytorch
Language:Python 44
chritoth / active-bayesian-causal-inference
Active Bayesian Causal Inference (Neurips'22)
active-learning bayesian-methods causal-discovery causal-inference causal-reasoning experimental-design gaussian-processes probabilistic-machine-learning
Language:Python 43
JackEdTaylor / LexOPS
An R Package and Shiny App for generating matched stimuli for factiorial-design experiments.
psychology-experiments psychology linguistics linguistics-databases experimental-design shiny lexops matching stimuli
Language:R 28
mlr-org / paradox
ParamHelpers Next Generation
experimental-design hyperparameters mlr3 r r-package transformations
Language:R 27
Kaleidophon / awesome-experimental-standards-deep-learning
Repository collecting resources and best practices to improve experimental rigour in deep learning research.
deep-learning deep-learning-papers deep-learning-research deep-learning-tutorial deep-neural-networks experimental-design machine-learning research resources awesome-list
Language:Python 26
basf / mopti
Lightweight tools for experimental design and multi-objective optimization.
multiobjective-optimization bayesian-optimization experimental-design optimization python
Language:Python 25
phrb / ExperimentalDesign.jl
Design of Experiments in Julia
design-of-experiments statistics statistical-analysis experimental-design julia
Language:Julia 25
Causal-Inference-Using-Quasi-Experimental-Methods
LeihuaYe / Causal-Inference-Using-Quasi-Experimental-Methods
Causal Inference Using Quasi-Experimental Methods
causal-inference causality causation causal-models causality-analysis causal causal-impact experimental experimental-design experimentation experiments rdd its synthetic-control interrupted-time-series regression-discontinuity-designs difference-in-differences
20
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
Language:C++ 20
JamesMarshall31 / design-of-experiments
A Python Package for intuitive design of experiments with user-friendly analysis of results. The aim is for this package to rival the DOE capabilities of commercial software such as JMP. Currently designs and analysis will be more geared towards investigations following the Response Surface Methodology.
experimental-design experiments-analytics python user-friendly-analysis response-surface-model statistics
Language:Python 18
shyaginuma / cibook-study-python
効果検証入門のコードをPythonで実装しました。
causal-inference experimental-design python3 study
Language:Jupyter Notebook 18
madsjulia / BIGUQ.jl
Bayesian Information Gap Decision Theory
mads julia uncertainty-quantification decision-support bayesian information-gap information-theory decision-analysis bayesian-data-analysis model-analysis high-performance-computing predictive-analysis experimental-design decision-making decision-model data-science data-driven model-driven decision-theory
Language:Julia 17
TianMeds / my-Official-Portfolio
This is my Official and newest website portfolio with the source code if you want to try my design
css experimental-design html javascript portfolio portfolio-website website website-design
Language:HTML 17
Edinburgh-Genome-Foundry / BandWitch
💫 Computer-aided DNA assembly validation and identification from restriction digests.
synthetic-biology dna-assembly experimental-design fragment-analysis
Language:Python 16
CausalInferenceLab / Gamifying-Causal-Inference-with-Game
게임 데이터를 통해 인과관계를 추론하는 능력을 향상시킬 수 있는 책입니다.
causal-inference causality data-science econometrics experimental-design game
Language:Jupyter Notebook 15
debbiemarkslab / variational-synthesis
Repository for the paper "Optimal design of stochastic DNA synthesis protocols based on generative sequence models" (Weinstein et al., AISTATS, 2022).
generative-model protein-sequences dna-sequences experimental-design
Language:Python 15
triscale
romain-jacob / triscale
TriScale software
networking replicability experimental-design data-analysis
Language:Jupyter Notebook 15
aspuru-guzik-group / golem
Golem: an algorithm for robust experiment and process optimization
optimization machine-learning experimental-design
Language:Jupyter Notebook 14
adaptyvbio / automancer
Automancer is a software application that enables researchers to design, automate, and manage their experiments.
automation experimental-design lab lab-automation microfluidics protein protein-engineering
Language:Python 12
moggirain / A-B-Testing-for-Udacity
AB Testing
abtesting experimental-design hypothesis-testing python3 project
Language:Jupyter Notebook 12
pharmbio / plaid
PLAID (Plate Layouts using Artificial Intelligence Design) is a flexible constraint-programming model representing the Plate Layout Design problem.
artificial-intelligence constraint-programming experimental-design microplate-design multiplate-layout-design plaid
Language:Jupyter Notebook 12
doe
basf / doe
Python package for flexible generation of D-optimal experimental designs
design-of-experiments experimental-design optimization python
Language:Python 10
Vivianstats / scDesign
A statistical simulator for rational scRNA-seq experimental design
scrna-seq simulation experimental-design benchmarking
Language:R 10
BonVision
bonvision / BonVision
BonVision is an open-source closed-loop visual environment generator developed by the Saleem Lab and Solomon Lab at the UCL Institute of Behavioural Neuroscience in collaboration with NeuroGEARS.
vision-science vision experimental-design research
Language:C# 9
MB-29 / FLEX
Code for FLEX, a fast, adaptive and flexible model-based reinforcement learning exploration algorithm.
agent experimental-design exploration gradient-free model-based optimal-design pendulum physics policy reinforcement-learning adaptive cartpole fisher information quadrotor d-optimal
Language:Python 9

experimental-design

psychopy / psychopy

rbgirshick / yacs

jspsych / jsPsych

EmuKit / emukit

CausalInferenceLab / Causal-Inference-with-Python

rawls238 / PlanOut.js

emdgroup / baybe

experimental-design / bofire

bvieth / powsimR

aspuru-guzik-group / olympus

google / trimmed_match

VlachosGroup / nextorch

chritoth / active-bayesian-causal-inference

JackEdTaylor / LexOPS

mlr-org / paradox

Kaleidophon / awesome-experimental-standards-deep-learning

basf / mopti

phrb / ExperimentalDesign.jl

LeihuaYe / Causal-Inference-Using-Quasi-Experimental-Methods

mrbald / ufw

JamesMarshall31 / design-of-experiments

shyaginuma / cibook-study-python

madsjulia / BIGUQ.jl

TianMeds / my-Official-Portfolio

Edinburgh-Genome-Foundry / BandWitch

CausalInferenceLab / Gamifying-Causal-Inference-with-Game

debbiemarkslab / variational-synthesis

romain-jacob / triscale

aspuru-guzik-group / golem

adaptyvbio / automancer

moggirain / A-B-Testing-for-Udacity

pharmbio / plaid

basf / doe

Vivianstats / scDesign

bonvision / BonVision

MB-29 / FLEX