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#

experimental-design

Here are 242 public repositories matching this topic...

YACS -- Yet Another Configuration System

  • UpdatedApr 13, 2022
  • Python

Create behavioral experiments in a browser using JavaScript

  • UpdatedJul 8, 2025
  • TypeScript

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

  • UpdatedFeb 11, 2025
  • Python

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

  • UpdatedJan 15, 2024
  • Jupyter Notebook

Bayesian Optimization and Design of Experiments

  • UpdatedJul 11, 2025
  • Python

A JavaScript port of Facebook's PlanOut Experimentation Framework

  • UpdatedJul 18, 2023
  • JavaScript
bofire

Experimental design and (multi-objective) bayesian optimization.

  • UpdatedJul 12, 2025
  • Jupyter Notebook

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.

  • UpdatedAug 1, 2023
  • HTML

Olympus: a benchmarking framework for noisy optimization and experiment planning

  • UpdatedNov 24, 2024
  • Jupyter Notebook

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

  • UpdatedJun 1, 2023
  • Python

Experimental design and Bayesian optimization library in Python/PyTorch

  • UpdatedAug 5, 2024
  • Python

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

  • UpdatedFeb 17, 2022
  • Python

Lightweight tools for experimental design and multi-objective optimization.

  • UpdatedMay 13, 2025
  • Python

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

  • UpdatedJan 16, 2025
  • R

Design of Experiments in Julia

  • UpdatedOct 21, 2022
  • Julia

ParamHelpers Next Generation

  • UpdatedJun 9, 2025
  • R

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

  • UpdatedMar 30, 2023
  • Python

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.

  • UpdatedNov 5, 2020
  • Python

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