trackio-ui 0.1.3

UI to visualize experiments tracked with trackio

trackio-ui

A simple UI for the trackio dashboard, written in FastHTML. The primary reason for creating this was the poor performance of the Gradio frontend for trackio.

Original Trackio repository: https://github.com/gradio-app/trackio

With this UI, you can configure the maximum number of data points for graphs to prevent slow communication and rendering.

Installation

pip install trackio-ui

You can also install the latest version using git:

pip install "trackio-ui @ git+https://github.com/ssslakter/trackio_ui.git"

Getting Started

To start the local trackio-ui server, run the following command:

trackio-ui --project "my-project" 

Highlights

• Fast dashboard workflow for local experiments.
• Switch between dark and light themes.
• Preview charts for detailed inspection.
• Manage runs from the table, including deleting selected runs.
• Inspect run hyperparameters.

Screenshots

Dashbord showing runs logged with trackio

Runs Table and Hyperparameters

Preview graph and vary the time-scale

Configuration

By default, the app looks for Trackio projects in the ~/.cache/huggingface/trackio folder, but you can change this location by setting the TRACKIO_ROOT environment variable. The project names you use in the URL must match your Trackio project names. You can set the default project either by providing the --project argument in the CLI or by setting the TRACKIO_DEFAULT_PROJECT environment variable. The default port for the app is 8000.

Contributing

Contributions are very welcome. I would be glad if you open issues or create PRs.

If you found a bug, have a feature request, or want to improve the UI/UX, please open an issue first so we can align on the direction.

For pull requests:

• Keep changes focused and small when possible.
• Include screenshots for UI updates.
• Reference related issues if applicable.