Package: guildai 0.0.1.9000

Tomasz Kalinowski

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 workflows. '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.

Authors:Tomasz Kalinowski [aut, cph, cre], Posit, PBC [cph, fnd]

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guildai/json (API)

Peer review:

Bug tracker:https://github.com/guildai/guildai-r/issues

On CRAN:

deep-learningkerasmachine-learning

18 exports 18 stars 2.01 score 34 dependencies 23 scripts 226 downloads

Last updated 1 years agofrom:303b01fe48. Checks:OK: 3 NOTE: 4. Indexed: yes.

Exports:guild_mergeguild_runguild_viewinstall_guildinstall_guild_cliis_run_activeresolve_run_idsruns_commentruns_deleteruns_exportruns_importruns_inforuns_labelruns_markruns_purgeruns_restoreruns_scalarsruns_tag

Dependencies:bitbit64clicliprconfigcpp11crayondplyrfansigenericsgluehmsjsonlitelifecyclemagrittrpillarpkgconfigprettyunitsprocessxprogresspsR6rappdirsreadrrlangrstudioapitibbletidyselecttzdbutf8vctrsvroomwithryaml