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litteredwitherrors / incubator-systemml-website

Mirror of Apache SystemML site (Incubating)
Apache License 2.0
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Enhancing the "What is SystemML" section #56

Open litteredwitherrors opened 7 years ago

litteredwitherrors commented 7 years ago

Enhancing the "What is SystemML" section on the main page to also include deep learning here. Vijay brought up the idea that we could also show the existing 3 min SystemML video here - the one that we already have. And we could also link to one of Freds 30min SystemML Spark Summit talks on youtube.

objectadjective commented 7 years ago

Should we move this to JIRA? Here's an updated file with TLP announcement, link to interviews video and more generalized Contribute section that includes a link to the roadmap: https://ibm.box.com/s/550j513qg0gvrs526mnskppnirn8zpa1

objectadjective commented 7 years ago

updated about copy:

Apache SystemML provides declarative, large-scalable machine learning and deep learning. Data scientists are able to implement algorithms and neural network architectures in a high-level language without knowledge of distributed programming or Apache Spark. Depending on data characteristics such as data size/shape and data sparsity (dense/sparse), and cluster characteristics such as cluster size and memory configurations, SystemML's cost-based optimizing compiler automatically generates hybrid runtime execution plans that are composed of single-node and distributed operations on a Apache Spark cluster for best performance. Very soon, additional deep learning capabilities will allow for importing and running popular neural network architectures and pre-trained models from Caffe for training and scoring in SystemML.