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 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 |
Documentation:
Downloads:
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