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'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 posit.co> |
| BugReports: | https://github.com/guildai/guildai-r/issues |
| License: | Apache License 2.0 |
| URL: | https://guildai.github.io/guildai-r/, https://github.com/guildai/guildai-r, https://my.guild.ai/ |
| 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: guildai_0.0.1.zip, r-release: guildai_0.0.1.zip, r-oldrel: guildai_0.0.1.zip |
| 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 |
Please use the canonical form https://CRAN.R-project.org/package=guildai to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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