gsql-track 0.1.1

Lightweight experiment tracking backed by SQLite

gsql-track

Lightweight experiment tracking backed by SQLite. Zero dependencies beyond the Python standard library.

Install

pip install gsql-track

Quick Start

from gsql_track import GsqlTrack

t = GsqlTrack("my-experiment")
run = t.start_run("baseline")
run.log_params({"lr": 0.001, "bs": 64})

for step in range(100):
    run.log(step=step, loss=loss, acc=acc)

run.finish()
t.close()

Log Predictions (for mistake analysis)

run.log_predictions([
    {"id": "e1", "pred": "A", "label": "A", "conf": 0.95, "text": "..."},
    {"id": "e2", "pred": "B", "label": "A", "conf": 0.60, "text": "..."},
])

Web Dashboard

View results in the browser with the companion Go CLI:

gsql track serve

Wrapper API

Wrap an existing tracker class to automatically log to gsql:

from gsql_track import tracked
tracker = tracked(MyTracker(config), experiment="mnist")