Experiment Manager Python Packages

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

experimaestro

Experimaestro (python version)

pyruns

A lightweight Python CLI for batch experiments: auto-generate tasks from configs, run in parallel, and track results with real-time monitoring.

trains

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

sample-sheet

Parse Illumina sample sheets with Python

expman-rs

High-performance experiment manager written in Rust, with a Python wrapper for non-blocking logging, a live web dashboard, and a friendly CLI.

clearml-truen-patch

Overlay patches for clearml==2.1.3 (truen). Installs into the existing clearml package so `import clearml` picks up the patches.

seml

SEML: Slurm Experiment Management Library

boilr

Basic framework for model training and evaluation in PyTorch.

pyerm

This project is an local experiment record manager for python based on SQLite DMS, suitable for recording experiment and analysing experiment data with a web UI, which can help you efficiently save your experiment settings and results for later analysis.

tonic-config

📜 Tonic is a lightweight configuration framework for Python, combining notable aspects of Gin and Sacred.

logexp

simple experiment manager for machine learning.

hepy

A tool to manage experiment

scientific-experiment-manager

SEM: streamline your scientific experiment management

jikken

Lightweight experiment manager

monoml-agent

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

mlhook-agent

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

ubiml-agent

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

weaveml-agent

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

mlhook

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

monoml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

weaveml

weaveml - temporary placeholder

ubiml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

nurovo-agent

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution