guildai: Track Machine Learning Experiments

'Guild AI' is an open-source tool for managing machine learning experiments. It's for scientists, engineers, and researchers who want to run scripts, compare results, measure progress, and automate machine learning workflow. 'Guild AI' is a light weight, external tool that runs locally. It works with any framework, doesn't require any changes to your code, or access to any web services. Users can easily record experiment metadata, track model changes, manage experiment artifacts, tune hyperparameters, and share results. 'Guild AI' combines features from 'Git', 'SQLite', and 'Make' to provide a lab notebook for machine learning.

Version: 0.0.1
Imports: jsonlite, rappdirs, yaml, config, rlang, rstudioapi, readr, dplyr, processx, tibble
Suggests: fs, envir, rmarkdown, quarto, testthat (≥ 3.0.0), withr
Published: 2023-03-06
DOI: 10.32614/CRAN.package.guildai
Author: Tomasz Kalinowski [aut, cph, cre], Posit, PBC [cph, fnd]
Maintainer: Tomasz Kalinowski <tomasz at>
License: Apache License 2.0
NeedsCompilation: no
SystemRequirements: Python (>= 3.6.0)
Materials: README
CRAN checks: guildai results


Reference manual: guildai.pdf


Package source: guildai_0.0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): guildai_0.0.1.tgz, r-oldrel (arm64): guildai_0.0.1.tgz, r-release (x86_64): guildai_0.0.1.tgz, r-oldrel (x86_64): guildai_0.0.1.tgz


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