buro 0.0.2

Experiment tracker and lab journal made for humans — and sexy human-agent interaction for AI research

buro

An experiment tracker and lab journal made for humans — and for sexy human ⇄ agent interaction in AI research. Log your runs, metrics, and media to a Buro server.

Install

pip install buro

Quickstart

import buro

run = buro.init(project="my-project")        # or "team-slug/my-project"
for step in range(100):
    buro.log({"loss": 1.0 / (step + 1), "acc": step / 100}, step=step)
buro.finish()

init(project=...) resolves the project against the server and auto-creates it if it doesn't exist. project is a slug ref: "slug" (personal) or "team-slug/slug" (team).

Authenticate

Log in once on your machine:

buro login --api-url https://<your-buro-server>
buro whoami

The SDK resolves credentials in this order:

1. buro.setup(api_key=..., api_url=...) in code
2. BURO_API_KEY / BURO_API_URL environment variables
3. ~/.buro/credentials (written by buro login)

On a cluster or in CI, the env-var path is usually easiest:

export BURO_API_KEY=buro_key_...
export BURO_API_URL=https://<your-buro-server>

Log media

buro.log({"sample": buro.Image("path/to/image.png")})   # numpy array or PIL image also work
# also available: buro.Audio, buro.Video

Docs

• wandb API compatibility: docs/wandb-compatibility.md
• Release/publishing process: docs/publishing.md