MLflow
Open Source MLOps Platform for End-to-End ML & GenAI Workflow Management
应用介绍
来自 product_en.json 的应用概述和说明。
Machine learning experiment management and model tracking tool with version control support.
MLflow is an open source platform for managing the machine learning lifecycle, including experiment tracking, project packaging, model management and deployment. It provides a simple API and user interface, supports multiple storage backends and deployment environments, and helps data scientists and machine learning engineers efficiently manage and reproduce experiments.MLflow consists of four main components: Tracking, Projects, Models, and Registry, and is designed to simplify complex machine learning workflows.
Use Cases
适合使用 MLflow 的典型场景。
Track machine learning experiments and manage models across the ML lifecycle.
Keywords
AWS Marketplace 搜索关键词，最多 15 个，每个不超过 50 字符。