Prophecis
Prophecis, an open-source initiative by WeBank, functions as a comprehensive machine learning platform. It seamlessly integrates multiple frameworks, supports multi-tenant compute cluster management, and delivers full-stack container deployment for production settings. The platform includes distributed machine learning tools, an online IDE, extensive model management, and feature engineering capabilities, facilitating an efficient end-to-end machine learning process from pre-processing to deployment. Prophecis also offers robust enterprise-level tools for application release, monitoring, and service management, aligning with extensive production environment needs.
