Comet

https://www.comet.com/

Comet is a meta machine learning platform designed to help AI practitioners and teams build reliable machine learning models for real-world applications by streamlining and connecting the machine learning model lifecycle. By leveraging Comet, users can track, compare, explain and reproduce their machine learning experiments.

Features:

• Streamlined Model Lifecycle: Connects and streamlines the entire machine learning model lifecycle from data preparation to deployment.
• Experiment Tracking: Tracks all aspects of your experiments including hyperparameters, metrics, and code versions.
• Model Comparison: Easily compare different models and experiments to identify the best performing ones.
• Model Explainability: Provides tools to understand and explain your models' predictions and behaviors.
• Reproducibility: Ensures that experiments can be reproduced with ease, enhancing collaboration and transparency.