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Apache SystemDS

apache / systemds

An open source ML system for the end-to-end data science lifecycle

1,086 528 Language: Java License: Apache-2.0 Updated: 1mo ago

README

Apache SystemDS

Overview: Apache SystemDS is an open-source machine learning (ML) system for the end-to-end
data science lifecycle from data preparation and cleaning, over efficient ML model training,
to debugging and serving. ML algorithms or pipelines are specified in a high-level language
with R-like syntax or related Python and Java APIs (with many builtin primitives), and the
system automatically generates hybrid runtime plans of local, in-memory operations and distributed
operations on Apache Spark. Additional backends exist for GPUs and federated learning.

Resource Links
Quick Start Install, Quick Start and Hello World
Documentation: SystemDS Documentation
Python Documentation Python SystemDS Documentation
Issue Tracker Jira Dashboard

Status and Build: SystemDS is renamed from SystemML which is an Apache Top Level Project.
To build from source visit SystemDS Install from source

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