Skip to content
View fastrerandomize's full-sized avatar
1 follower · 2 following

Block or report fastrerandomize

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
fastrerandomize/README.md

fastrerandomize

Demo Button CRAN Button License: GPL v3

Logo

Software for fast rerandomization using accelerated computing.

Features

  • 🚀 GPU/XLA-accelerated acceptable randomization generation
  • 🔢 Supports both exact enumeration and Monte Carlo sampling
  • 📉 Built-in balance metrics (Hotelling's T²) and custom threshold functions
  • 📈 Randomization-based inference with fiducial intervals
  • 💾 Memory-efficient batched processing for large experiments

Installation

# Install from CRAN
install.packages("fastrerandomize")

# Build Python backend (requires conda)
library(fastrerandomize)
build_backend(conda_env = "fastrerandomize")

References

Connor T. Jerzak, Rebecca Goldstein, Aniket Kamat, Fucheng Warren Zhu. FastRerandomize: An R Package for Fast Rerandomization Using Accelerated Computing. SoftwareX, 2026. [PDF]

@article{jerzak2025fastrerandomize,
  title={FastRerandomize: An R Package for Fast Rerandomization Using Accelerated Computing},
  author={Jerzak, Connor T. and Rebecca Goldstein and Aniket Kamat and Fucheng Warren Zhu},
  journal={SoftwareX},
  year={2026}
}

About

Package by Rebecca Goldstein, Connor Jerzak, Aniket Kamat, and Fucheng Warren Zhu

Popular repositories Loading

  1. fastrerandomize.github.io fastrerandomize.github.io Public

    An R package for hardware-accelerated rerandomization and exact randomization testing in experimental design.

    HTML 2

  2. fastrerandomize fastrerandomize Public