Aim

A Julia wrapper around the Aim open-source experiment tracker:

Aim logs your training runs, enables a beautiful UI to compare them and an API to query them programmatically.

For a quick start of the library and to see how you can download the package and get started with it, you can read the Get stated with Aim.

To see the code or report a bug, please visit the GitHub repository.

Installation and usage

Note: This Julia wrapper does not expose all of the functions in the Aim API and it is limited to the Run API.

You need to have a Python distribution installed with the aim Python package. If you do not already have it, run pip install aim form the command line.

Get started

It takes two steps to integrate Aim into your training script.

Step 1: Explicitly import the Aim module.

using Aim

Step 2: Initialize a new Aim.Run and start recording your hyperparameters and tracking your metrics.

run = aim.Run(repo = ".tmp_julia", experiment = "julia_experiment")

Check out a simple tracking example here.