Machine Learning Experiment Tracker
6.1k 2026-04-13
aimhubio/aim
An open-source tool designed to log, compare, and observe machine learning training runs and AI metadata with an intuitive UI and programmatic API.
Core Features
Logs ML training runs and associated AI metadata.
Provides a beautiful and interactive UI for experiment comparison and observation.
Offers a programmatic API to query and analyze logged data.
Seamlessly integrates with popular machine learning frameworks.
Open-source and easy to use.
Quick Start
pip install aimDetailed Introduction
Aim is an open-source, supercharged experiment tracker for machine learning development. It addresses the challenge of managing and understanding numerous training runs by automatically logging all AI metadata. With its intuitive user interface, researchers and engineers can easily compare, visualize, and observe their experiments, gaining deeper insights into model performance. Additionally, Aim provides a powerful API for programmatic data access, enabling advanced analysis and integration into existing MLOps workflows.