Comet MLOps Platform

Product Overview

Comet's machine learning platform integrates with your existing infrastructure and tools so you can manage, visualize, and optimize model - from training runs to production monitoring.Add two lines of code to your notebook or script and automatically start tracking code, hyperparameters, metrics, and more, so you can compare and reproduce training runs.Comet helps ML teams:-Track and share training run results in real time.-Build their own tailored, interactive visualizations.-Track and version datasets and artifacts.-Manage their models and trigger deployments.-Monitor their models in production.Comet's platform supports some of the world's most innovative enterprise teams deploying deep learning at scale and is used by ML teams at Uber, Zappos, Shopify, Affirm, Etsy, Ancestry.com and ML leaders across all industries.
Version: 3.8.21

By: Comet ML
Categories: ML Solutions
Computer Vision
Natural Language Processing

Operating System
Linux/Unix, Ubuntu 22.04 LTS
Delivery Methods
Amazon Machine Image

Highlights: Track and share training run results in real time: Comet's ML platform gives you visibility into training runs and models so you can iterate faster. Manage your models and trigger deployments: Comet Model Registry allows you to keep track of your models ready for deployment. Thanks to the tight integration with Comet Experiment Management, you will have full lineage from training to production. Monitor your models in production: The performance of models deployed to production degrade over time, either due to drift or data quality. Use Comet's machine learning platform to identify drift and track accuracy metrics using baselines automatically pulled from training runs.

Category: Machine Learning

Delivery Method: Amazon Machine Image