Experiment Management Python Packages

maarg

Lightweight experiment tracking for Python with zero boilerplate — automatically capture inputs, metrics, artifacts, execution time, and failures.

mushin-py

Boilerplate-free, reproducible ML experiment workflows: run a sweep, get a labeled xarray dataset back.

qxmt

QXMT is a experiment management tool for quantum computing and quantum machine learning.

psweep

Loop like a pro, make parameter studies fun.

lumo

More light-weight pytorch experiment management library!

thexp

More light-weight pytorch experiment management library!

utilsd

Common deep learning utils.

fline

Automated tool for running Python programs in a streamlined manner

gpugo

A python module for GPU device info by using nvidia-smi and assign DL tasks to GPU device automatically and execute parallelly

easy-runner

⭐ A lightweight tool for efficiently managing and executing parallel experiments.

morty

🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling

expmonkey

A git worktree-based CLI tool for efficient management and navigation of multiple isolated experiments in parallel development workflows 🐒

easysweeps

Easy Sweeps: A command-line utility for automating W&B sweep creation, launch, and GPU process management with ease.

tinytracker-ml

A minimal, local-only experiment tracker for ML projects.

rexf

A lightweight Python library for reproducible computational experiments with an ultra-simple, smart API. From idea to insight in under 5 minutes, with zero configuration.