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guildai
View on CRAN: Click
here
Download and install guildai package within the R console
Install from CRAN:
install.packages("guildai")
Install from Github:
library("remotes")
install_github("cran/guildai")
Install by package version:
library("remotes")
install_version("guildai", "0.0.1")
Attach the package and use:
library("guildai")
Maintained by
Tomasz Kalinowski
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-03-06
Latest Update: 2023-03-06
Description:
'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.
How to cite:
Tomasz Kalinowski (2023). guildai: Track Machine Learning Experiments. R package version 0.0.1, https://cran.r-project.org/web/packages/guildai. Accessed 06 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited guildai R package
View guildai citation profile
Other R packages that guildai depends,
imports, suggests or enhances
Complete documentation for guildai
Functions, R codes and Examples using
the guildai R package
Some associated functions: dot-view_runs_diff . guild_api_runs_cli . guild_merge . guild_merge_cli . guild_run . guild_run_cli . guild_select_cli . guild_view . guild_view_cli . install_guild . install_guild_cli . is_run_active . resolve_run_ids . runs_delete . runs_export . runs_info . runs_label . runs_scalars . view_run_report . view_runs_diff . write_run_attr .
Some associated R codes: addin.R . auto-generated-cli-doc-stubs.R . diff.R . guild.R . install.R . op.R . run.R . runs.R . utils.R . view.R . yaml.R . Full guildai package functions and examples
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