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guildai provides a suite of tools for tracking, visualizing, and managing machine learning experiments. The {guildai} R package is a successor to the {tfruns} package.

  • Track the hyperparameters, metrics, output, and source code of every training run.

  • Compare hyperparmaeters and metrics across runs to find the best performing model.

  • No changes to source code required.


The R package provides an interface to Guild AI Core. The R package will automatically download and install Guild AI Core on first use, or you can call install_guild() directly to customize the installation.

# install.packages("guildai")
  install.packages("remotes", repos = "")

Guild AI can be used with any machine learning framework, or no framework at all.

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