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MonitoringFreeOpen Source
AIM
Supercharged Open-Source Experiment Tracker
Apache-2.0
ABOUT
ML experiment tracking is often done with ad-hoc logging, spreadsheets, and manual note-taking that makes it nearly impossible to compare runs, reproduce results, or collaborate effectively. Aim gives teams a structured, searchable, and visual platform for logging and comparing every detail of their ML experiments — from hyperparameters and metrics to images and audio — with a powerful query interface.
INSTALL
pip install aimINTEGRATION GUIDE
1. Log and compare hundreds of ML training runs with a searchable, visual interface
2. Track hyperparameters, metrics, images, distributions, and audio in one place
3. Collaborate with team members by sharing experiment dashboards and comparisons
TAGS
experiment-trackingmlopspythonmetricsvisualization