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guildai  

Track Machine Learning Experiments
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]
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:
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