A local-first, simple ML experiment tracker
Project description
mtrick: Metrics Tracker
A local-first simple ML experiment tracker with zero configurations required.
Installation
uv add mtrick
or
pip install mtrick
If you want the latest version
uv add git+https://github.com/AvikArefin/mtrick.git
or
pip install git+https://github.com/AvikArefin/mtrick.git
Usage
Code:
from mtrick import Tracker
t = Tracker("exp")
t.log({"loss": 0.1}, epoch=1)
Group with /:
t.log({"loss/train": 0.1, "loss/val": 0.2}, epoch=1)
Confusion Matrix:
t.log_confusion_matrix([[9, 1], [2, 8]], ["Cat", "Dog"])
Real vs Pred:
t.log_trajectory([[1.0, 2.0]], [[1.1, 1.9]])
UI:
uv run mtrick
Changelog
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