0
I Use This!
High Activity
Analyzed about 20 hours ago. based on code collected about 20 hours ago.

Project Summary

Declarative large-scale machine learning (ML) that aims at flexible specification of ML algorithms and automatic generation of hybrid runtime plans ranging from single-node, in-memory computations, to distributed computations on Apache Hadoop and Apache Spark.
ML algorithms are expressed in an R-like or Python-like syntax that includes linear algebra primitives, statistical functions, and ML-specific constructs. This high-level language significantly increases the productivity of data scientists as it provides (1) full flexibility in expressing custom analytics, and (2) data independence from the underlying input formats and physical data representations. Automatic optimization according to data and cluster characteristics ensures both efficiency and scalability.

Tags

cluster distributed dml hadoop java machine_learning pydml python spark

In a Nutshell, Apache SystemML...

Apache License 2.0
Permitted

Commercial Use

Modify

Distribute

Place Warranty

Sub-License

Private Use

Use Patent Claims

Forbidden

Hold Liable

Use Trademarks

Required

Include Copyright

State Changes

Include License

Include Notice

These details are provided for information only. No information here is legal advice and should not be used as such.

All Licenses

This Project has No vulnerabilities Reported Against it

Did You Know...

  • ...
    Black Duck offers a free trial so you can discover if there are open source vulnerabilities in your code
  • ...
    check out hot projects on the Open Hub
  • ...
    in 2016, 47% of companies did not have formal process in place to track OS code
  • ...
    anyone with an Open Hub account can update a project's tags

Languages

Languages?height=75&width=75
Java
86%
16 Other
14%

30 Day Summary

Aug 25 2017 — Sep 24 2017

12 Month Summary

Sep 24 2016 — Sep 24 2017
  • 997 Commits
    Up + 100 (11%) from previous 12 months
  • 27 Contributors
    Down -1 (3%) from previous 12 months