Package: guildai 0.0.1.9000
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:
guildai_0.0.1.9000.tar.gz
guildai_0.0.1.9000.zip(r-4.5)guildai_0.0.1.9000.zip(r-4.4)guildai_0.0.1.9000.zip(r-4.3)
guildai_0.0.1.9000.tgz(r-4.4-any)guildai_0.0.1.9000.tgz(r-4.3-any)
guildai_0.0.1.9000.tar.gz(r-4.5-noble)guildai_0.0.1.9000.tar.gz(r-4.4-noble)
guildai_0.0.1.9000.tgz(r-4.4-emscripten)guildai_0.0.1.9000.tgz(r-4.3-emscripten)
guildai.pdf |guildai.html✨
guildai/json (API)
# Install 'guildai' in R: |
install.packages('guildai', repos = c('https://guildai.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/guildai/guildai-r/issues
deep-learningkerasmachine-learning
Last updated 1 years agofrom:303b01fe48. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 14 2024 |
R-4.5-win | NOTE | Aug 14 2024 |
R-4.5-linux | NOTE | Aug 14 2024 |
R-4.4-win | NOTE | Aug 14 2024 |
R-4.4-mac | NOTE | Aug 14 2024 |
R-4.3-win | OK | Aug 14 2024 |
R-4.3-mac | OK | Aug 14 2024 |
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
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Copy run files into the current project working directory | guild_merge |
Launch a guild run | guild_run |
Launch Guild Viewer | guild_view |
Install guildai core | install_guild |
Install guild for usage in the Terminal | install_guild_cli |
Is code executing in the context of a guild run? | is_run_active |
Resolve run ids | resolve_run_ids |
Delete runs | runs_delete runs_purge runs_restore |
Move or copy runs | runs_export runs_import |
Get runs information | runs_info |
Annotate runs | runs_comment runs_label runs_mark runs_tag |
Get full set of runs scalars | runs_scalars |