experimental-design | Topic | Ecosyste.ms: Repos

Topic: "experimental-design"

psychopy/psychopy

For running psychology and neuroscience experiments

Language: Python - Size: 281 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,783 - Forks: 936

rbgirshick/yacs

YACS -- Yet Another Configuration System

Language: Python - Size: 58.6 KB - Last synced at: 16 days ago - Pushed at: about 3 years ago - Stars: 1,303 - Forks: 91

jspsych/jsPsych

Create behavioral experiments in a browser using JavaScript

Language: TypeScript - Size: 45.1 MB - Last synced at: 4 days ago - Pushed at: 16 days ago - Stars: 1,092 - Forks: 696

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

Language: Python - Size: 15.6 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 565 - Forks: 127

emdgroup/baybe

Bayesian Optimization and Design of Experiments

Language: Python - Size: 62.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 350 - Forks: 54

CausalInferenceLab/Causal-Inference-with-Python

Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.

Language: Jupyter Notebook - Size: 25.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 328 - Forks: 50

rawls238/PlanOut.js

A JavaScript port of Facebook's PlanOut Experimentation Framework

Language: JavaScript - Size: 3.01 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 308 - Forks: 52

experimental-design/bofire

Experimental design and (multi-objective) bayesian optimization.

Language: Jupyter Notebook - Size: 49.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 274 - Forks: 31

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.

Language: HTML - Size: 72.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 102 - Forks: 24

aspuru-guzik-group/olympus

Olympus: a benchmarking framework for noisy optimization and experiment planning

Language: Jupyter Notebook - Size: 145 MB - Last synced at: 15 days ago - Pushed at: 5 months ago - Stars: 85 - Forks: 27

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.

Language: Python - Size: 4.48 MB - Last synced at: 8 days ago - Pushed at: almost 2 years ago - Stars: 66 - Forks: 25

VlachosGroup/nextorch

Experimental design and Bayesian optimization library in Python/PyTorch

Language: Python - Size: 48.1 MB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 51 - Forks: 11

chritoth/active-bayesian-causal-inference

Active Bayesian Causal Inference (Neurips'22)

Language: Python - Size: 44.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 45 - Forks: 5

basf/mopti

Lightweight tools for experimental design and multi-objective optimization.

Language: Python - Size: 2.45 MB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 30 - Forks: 3

mlr-org/paradox

ParamHelpers Next Generation

Language: R - Size: 11.3 MB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 29 - Forks: 7

JackEdTaylor/LexOPS

An R Package and Shiny App for generating matched stimuli for factiorial-design experiments.

Language: R - Size: 408 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 29 - Forks: 3

phrb/ExperimentalDesign.jl

Design of Experiments in Julia

Language: Julia - Size: 1.34 MB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 3

Kaleidophon/awesome-experimental-standards-deep-learning

Repository collecting resources and best practices to improve experimental rigour in deep learning research.

Language: Python - Size: 51.8 KB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 2

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.

Language: Python - Size: 48.8 KB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 8

cubyc-dev/cubyc

Python’s delightfully modular experiment tracker for MLOps

Language: Python - Size: 131 KB - Last synced at: 21 days ago - Pushed at: 10 months ago - Stars: 21 - Forks: 1

mrbald/ufw

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

Language: C++ - Size: 331 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 2

madsjulia/BIGUQ.jl

Bayesian Information Gap Decision Theory

Language: Julia - Size: 99.6 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4

aspuru-guzik-group/golem

Golem: an algorithm for robust experiment and process optimization

Language: Jupyter Notebook - Size: 16.2 MB - Last synced at: 17 days ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 1

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

Causal Inference Using Quasi-Experimental Methods

Size: 26.4 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 9

shyaginuma/cibook-study-python

効果検証入門のコードをPythonで実装しました。

Language: Jupyter Notebook - Size: 304 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 16 - Forks: 2

jchristopherson/fstats

A modern Fortran statistical library.

Language: Fortran - Size: 4.77 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 15 - Forks: 1

Edinburgh-Genome-Foundry/BandWitch

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

Language: Python - Size: 10.3 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 15 - Forks: 0

romain-jacob/triscale

TriScale software

Language: Jupyter Notebook - Size: 8.28 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 2

debbiemarkslab/variational-synthesis

Repository for the paper "Optimal design of stochastic DNA synthesis protocols based on generative sequence models" (Weinstein et al., AISTATS, 2022).

Language: Python - Size: 23.6 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 6

Plant-Food-Research-Open/calisim

A toolbox for the calibration and evaluation of simulation models.

Language: Python - Size: 1.56 MB - Last synced at: about 20 hours ago - Pushed at: about 20 hours ago - Stars: 13 - Forks: 1

pharmbio/plaid

PLAID (Plate Layouts using Artificial Intelligence Design) is a flexible constraint-programming model representing the Plate Layout Design problem.

Language: Jupyter Notebook - Size: 600 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 13 - Forks: 4

moggirain/A-B-Testing-for-Udacity

AB Testing

Language: Jupyter Notebook - Size: 484 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 2

ecoisilva/movedesign

An application that aims to assist researchers in designing animal tracking projects, by considering specific research questions.

Language: R - Size: 24.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 10 - Forks: 1

Wb-az/timeseries-sensor-anomaly-detection

Unsupervised anomaly detection in vibration signal using PyCaret vs BiLSTM

Language: Jupyter Notebook - Size: 42.9 MB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 10 - Forks: 2

TianMeds/my-Official-Portfolio

This is my Official and newest website portfolio with the source code if you want to try my design

Language: HTML - Size: 10 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 1

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

Vivianstats/scDesign

A statistical simulator for rational scRNA-seq experimental design

Language: R - Size: 1.6 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 4

cjerzak/fastrerandomize-software

FastRerandomize: An R Package for Ultra-fast Rerandomization Using Accelerated Computing

Language: R - Size: 18.9 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 8 - Forks: 0

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.

Language: C# - Size: 287 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 5

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.

Language: R - Size: 11.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 2

Merck/CEEDesigns.jl

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

Language: Julia - Size: 8.66 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 7 - Forks: 1

MB-29/FLEX

Code for FLEX, a fast and flexible model-based reinforcement learniing exploration algorithm.

Language: Python - Size: 6.51 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0

structuredscience/TaskTemplate

Template structure for behavioural tasks.

Language: Python - Size: 46.9 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0

cog-ethz/EVE

Experiments in Virtual Environments

Language: C# - Size: 4.94 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 3

joshuayeung/Recommendations-with-IBM

Experimental Design & Recommendations Project of Udacity Data Scientist Nanodegree

Language: HTML - Size: 4 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 6

bvieth/powsim

This package underwent major revisions and is now available as powsimR!

Language: R - Size: 1.88 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 3

rtimbro185/syr_mads_mar653_marketing_analytics

Syracuse University, Masters of Applied Data Science - MAR 653 Marketing Analytics

Language: HTML - Size: 50.8 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 2

EMSL-Computing/Pore2Chip

A python package that takes XCT images of porous materials and generates representative digital twin micromodels

Language: Python - Size: 20.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 5 - Forks: 2

AgrDataSci/gosset

Tools for Data Analysis in Experimental Agriculture

Language: R - Size: 9.22 MB - Last synced at: 16 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 4

adaptyvbio/automancer

Automancer is a software application that enables researchers to design, automate, and manage their experiments.

Language: Python - Size: 2.82 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

James-Durant/experimental-design

Experimental design in neutron reflectometry using the Fisher information.

Language: Jupyter Notebook - Size: 2.28 GB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

statbiscuit/vested

Virtual Experiments to Teach Experimental Design

Language: R - Size: 25.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

vikjam/pwrcalc

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

Language: R - Size: 1.62 MB - Last synced at: 21 days ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 5

ferrarisf50/Designing-Running-and-Analyzing-Experiments

Language: R - Size: 143 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 8

BruskaTech/PsyForge

A Unity framework for easy creation of 2D and 3D psychology experiments

Language: C# - Size: 191 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 4 - Forks: 0

basf/rormula

Formula parser and evaluator for Wilkinson Notation and dataframes arithmetics

Language: Rust - Size: 222 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

Pakillo/stats-intro

Introduction to statistical inference

Language: RMarkdown - Size: 39.2 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 1

Ccccraz/PsychoUnity

A Unity-based development framework for designing behavioral experiments

Language: C# - Size: 649 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 4 - Forks: 1

nkconnor/planout-lang

Portable implementation of the PlanOut Language in Rust

Language: Rust - Size: 117 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

UBC-LFS/jamovi-modules

Language: R - Size: 116 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 2

Steigner/Robo_Medicinae_I

Experimental Robotics AG Testing

Size: 172 MB - Last synced at: 17 days ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

ChengChen-Steven/Real-time-Excavation-Positioning-of-Roadheader-Based-on-Visual-Measurement

Visual measurement is a construction positioning method developed in recent years. Combining visual measurements with on-site Guiyang subway construction, this paper proposes an automatic positioning method of roadheader excavation, replacing human vision by machine vision, and changing the current situation in tunnel excavation. First, a laser beam emits from a distance to the tunnel face. Pictures taken by a camera set on the body of roadheader are analyzed digitally based on RGB system by building a computer model by using MATLAB. The model extracts spots’ centers. Then, based on mathematical analysis of digital image, model gives the decoupled eigenvalues of positional relationship between the actual position and the standard position of roadheader in three principal directions, so as to effectively guide the construction and implement automation. This paper also makes experiments to compare characteristics of single laser spot by RGB decomposition, test model’s accuracy in extracting image of laser beam, and use a similar model to analyze the impact of camera distortion in the actual work.

Language: MATLAB - Size: 35 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 4

PingYangChen/DiscrimOD

Using Hybridized PSO algorithm to search for the optimal approximate discrimination design

Language: HTML - Size: 2.94 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 3 - Forks: 0

BSoDium/Svg-gradients

A collection of methods for rendering svg grainy/noisy gradients

Language: TypeScript - Size: 429 KB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0

georg-wolflein/recap

Reproducible configurations for any project.

Language: Python - Size: 155 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

LouisVanLangendonck/louisvanlangendonck.github.io

My (slightly experimental) portfolio website made using vanilla html, css and js.

Language: HTML - Size: 42.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

GrossTor/IdentiFlow

Identifiability and experimental design in perturbation studies

Language: Python - Size: 92.8 KB - Last synced at: 24 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

alexxior/fem-muffler

Universal FEM model and optimization for acoustic muffler

Language: TeX - Size: 12.5 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

amirmohan/Insense

Insense is an optimization algorithm to select a few linear measurements from a large matrix in a sparse recovery task.

Language: MATLAB - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 1

royhzq/cdn-s3-nginx-comparison

Experimental design to compare transfer speeds for files served from a Content Delivery Network (AWS CloudFront), a cloud storage service (AWS S3), and a static file server (Nginx) hosted in the Singapore region.

Language: Jupyter Notebook - Size: 532 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

HAOYU-LI/UniDOE

R package that seeks better design of experiments

Language: Jupyter Notebook - Size: 8.39 MB - Last synced at: 2 days ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 1

MunskyGroup/SSIT

Stochastic System Identification Toolkit (SSIT) to model, analyze and design single-cell experiments

Language: MATLAB - Size: 414 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 8

parallelUQ/PUQ

Python package for generating experimental designs tailored for uncertainty quantification and featuring parallel implementations

Language: Python - Size: 1.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1

ahmed-shariff/experiment_server

A framework to configure your experiments away from your implementation

Language: Python - Size: 490 KB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

kevin7lou/collection-AB-Testing-practice

A/B Testing from Scratch

Size: 109 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

markean/elgbd

Empirical likelihood for general block designs

Language: R - Size: 156 KB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

nicolaipalm/oed

Minimal effort to get maximal information from your experiments

Language: HTML - Size: 83.2 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

esi-neuroscience/ARCADE

ARCADE is a modular suite of Applications for Real-time Control of subject Actions and stimulus Diplay for behavioral Experiments.

Language: MATLAB - Size: 33.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 3

statOmics/PSLS

Practical Statistics for the Life Sciences

Language: R - Size: 180 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

GTPB/PSLS22 Fork of statOmics/PSLS

Practical Statistics for the Life Sciences

Language: R - Size: 169 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

biometryhub/BiometryTraining

A package to aid in teaching Experimental Design and Analysis through easy access and documentation of helper functions

Language: R - Size: 9.07 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

DouweHorsthuis/Active-and-passive-inhibition-experiment-Cued-BOSS

Active and passive go-no-go Presentation® NeuroBehavioral Systems' experiment

Language: Scilab - Size: 213 MB - Last synced at: 15 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

peytoncchen/Data-Modeler-Py

Stanford Appel Lab - Study Power Project: Data modeling calculator designed with Python and PyQt5 to generate mock data models for power calculations. Designed to aid experimental design. Standalone power and GLM (pairwise t-test and F-test) analysis.

Language: Python - Size: 3.84 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

Amalan-ConStat/NeEDS4BigData

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

Language: R - Size: 78.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

carpentries-incubator/statistical-experimental-design

Statistical Experimental Design

Language: R - Size: 17.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 2

0-mostafa-rezaee-0/AB-Testing_Causal-Inference-Starter

A comprehensive starter kit for A/B testing and causal inference with simulations, statistical tests, and visualizations. Perfect for data scientists, students, and professionals learning experimental design.

Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

nishimura5/timeline_kun

Timer Application for Experiment

Language: Python - Size: 1.46 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 1 - Forks: 0

angelicaakwarteng/Marketing-Campaign-Analysis

This project is a research project to help a marketing manager understand a marketing campaign effectiveness.

Language: Jupyter Notebook - Size: 143 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

Uzezi93/Biostatistics-and-Experimental-Design

All homeworks submitted for the Biostatistics and Experimental Design Course BIOL 607 in Fall 2020

Language: HTML - Size: 7.73 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

alpha60-devops/alpha60-results

alpha60 sample data: csv and json files

Language: Gnuplot - Size: 16.4 MB - Last synced at: 5 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Ting-DS/Data-Scientist-Nanodegreee-Udacity

Media Big Data Analysis using Spark & AWS EMR, Data Storytelling, Build ETL & Machine Learning Pipeline for NLP tasks, A/B Testing Design & Post-Analysis & Customer Targeting, build time series dashboard using Flask and Plotly, Recommendation System

Language: Jupyter Notebook - Size: 28.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

JieYinStat/dbsubsampling

Subsampling Methods Based on Experimental Design

Language: R - Size: 12.7 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

pabloguarda/route-choice-experiment

Lab experiment to study the impact of time perception on route choices in public transit. It presents choice scenarios using animations or numerical attributes. The experiment is implemented with PyQT and conducted with participants from Santiago, Chile and London, UK.

Language: Python - Size: 67.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1