SynapseML: A simple, multilingual, and massively parallel machine learning library - Microsoft Research

Today, we're excited to announce the release of SynapseML (previously MMLSpark), an open-source library that simplifies the creation of massively scalable machine learning (ML) pipelines. Building production-ready distributed ML pipelines can be difficult, even for the most seasoned developer. Composing tools from different ecosystems often requires considerable "glue" code, and many frameworks aren't designed with thousand-machine elastic clusters in mind. Writing fault-tolerant distributed programs is complex and a process that's prone to errors. For example, consider the distributed evaluation of a deep network.