expr_tracker 0.1.5

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Experiment Tracker

A simple experiment tracker that supports wandb, trackio and local jsonl storage. Features include:

Features

1. Multi-Backend Support: Compatible with wandb, trackio, and local jsonl storage.
2. Alert System: Send alerts via Lark, with email and other platforms to be added.
3. Resume Functionality: Allows resuming experiments using project and name as unique identifiers.
4. Simple API: Provides a straightforward API similar to wandb, making it easy to integrate into existing workflows.

Usage

Add dependency to your project:

uv add expr_tracker

Simple usage example:

import expr_tracker as et

et.init(project="my_project", name="my_experiment", backends=["wandb", "jsonl"])
et.log({"accuracy": 0.95, "loss": 0.05})
et.alert("Experiment completed!", text="Your experiment has finished successfully.", subtitle="Experiment Status")
et.finish()