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guildai

Track Machine Learning Experiments

v0.0.1 · Mar 6, 2023 · Apache License 2.0
CRAN GitHub Mirror

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.

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CRAN Check Status

14 NOTE
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                                     ^
checkRd: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) guild_merge.Rd:38: Lost braces; missing escapes or markup?
    38 |     \item{\code{summary_name}}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                              
...[truncated]...
d: (-1) guild_merge_cli.Rd:88: Lost braces; missing escapes or markup?
    88 | \item{summary_name}{Name used for the run summary. Use '${run_id}' in the name to include the run ID.}
       |                                                          ^

Dependency Network

Dependencies Reverse dependencies jsonlite rappdirs yaml config rlang rstudioapi readr dplyr processx tibble guildai

Version History

new 0.0.1 Mar 10, 2026