Angel-ML/sona

Stars
83
Rank 391,454 (Top 8 %)
Language
Scala
License
Apache License 2.0
Created over 5 years ago
Updated almost 2 years ago

Angel-ML/sona

Angel-ML

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

angel

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

PyTorch-On-Angel

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

serving

A stand alone industrial serving system for angel.

automl

An automatic machine learning toolkit, including hyper-parameter tuning and feature engineering.

papers-we-learn

Papers from the computer science and implemented by angel

SNIP

Angel-SNIP- efficient machine learning model compression tool

PyAngelPS

A python client for Angel Parameter server

math2

A math lib optimized for sparse calculation

mlcore

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

format

Angel's common format definition