sixtyseven 0.4.0

Python SDK for Sixtyseven ML experiment tracking

Sixtyseven Python SDK

Track ML experiments locally. No server setup required.

Install

pip install sixtyseven

Usage

from sixtyseven import Run

with Run(project="my-project", name="experiment-1") as run:
    run.log_config({"learning_rate": 0.001, "epochs": 10})

    for epoch in range(10):
        loss = train_one_epoch()
        run.log_metrics({"loss": loss}, step=epoch)

View Results

sixtyseven --logdir ~/.sixtyseven/logs

Opens a dashboard at http://localhost:6767

API

run.log_metrics({"loss": 0.5, "accuracy": 0.85}, step=epoch)  # Log metrics
run.log_config({"lr": 0.001})                                  # Log config
run.add_tags(["baseline"])                                     # Add tags

Environment Variables

Variable	Description	Default
SIXTYSEVEN_LOGDIR	Where to save logs	~/.sixtyseven/logs

License

MIT