This is the Linux app named Apache PredictionIO whose latest release can be downloaded as PredictionIO0.9.6.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Apache PredictionIO
DESCRIPTION
Apache PredictionIO® is an open source Machine Learning Server built on top of a state-of-the-art open source stack for developers and data scientists to create predictive engines for any machine learning task. Quickly build and deploy an engine as a web service on production with customizable templates; respond to dynamic queries in real-time once deployed as a web service; evaluate and tune multiple engine variants systematically; unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics; speed up machine learning modeling with systematic processes and pre-built evaluation measures; support machine learning and data processing libraries such as Spark MLLib and OpenNLP; implement your own machine learning models and seamlessly incorporate them into your engine; simplify data infrastructure management.
Features
- Apache PredictionIO® can be installed as a full machine learning stack
- Bundled with Apache Spark, MLlib, HBase, Akka HTTP and Elasticsearch
- Simplifies and accelerates scalable machine learning infrastructure management
- Speed up machine learning modeling with systematic processes
- Implement your own machine learning models
- Provides an open source machine learning stack for building, evaluating and deploying engines with machine learning algorithms
Programming Language
Scala
This is an application that can also be fetched from https://sourceforge.net/projects/apache-predictionio.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
