Angel

A Flexible and Powerful Parameter Server for large-scale machine learning

PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.

Angel's common format definition

Angel-SNIP- efficient machine learning model compression tool

Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models

A python client for Angel Parameter server

A stand alone industrial serving system for angel.

a stand alone machine learning suite which can easy to integrate with angel ps

Papers from the computer science and implemented by angel

A math lib optimized for sparse calculation