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
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
mtrick-0.1.3.tar.gz
(12.9 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
mtrick-0.1.3-py3-none-any.whl
(14.6 kB
view details)
File details
Details for the file mtrick-0.1.3.tar.gz.
File metadata
- Download URL: mtrick-0.1.3.tar.gz
- Upload date:
- Size: 12.9 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ddf535c3a9410f5b9df12642564ddf7421f53c3959034ab3a35f31d62e520b20
|
|
| MD5 |
01e0d12388825ff025f7afaf5af8e036
|
|
| BLAKE2b-256 |
a826f08785f694a250489c7774d4317ac55d9cfe20436fed0045c168f98dce76
|
File details
Details for the file mtrick-0.1.3-py3-none-any.whl.
File metadata
- Download URL: mtrick-0.1.3-py3-none-any.whl
- Upload date:
- Size: 14.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.10.4 {"installer":{"name":"uv","version":"0.10.4","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
595cfb47c4dbf74884954b3798c1d5857e83a7cb19b589da84ab2b63535f00e0
|
|
| MD5 |
e5778430e47ab48fccbe6ea4da63089d
|
|
| BLAKE2b-256 |
e13d1b5995ae677f1c41cc3f45d05c1aba13015604f79fb4b5e0cac18418baae
|
