PredictionIO alternatives and similar packages
Based on the "Science and Data Analysis" category.
Alternatively, view PredictionIO alternatives based on common mentions on social networks and blogs.
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Smile
Statistical Machine Intelligence and Learning Engine. Smile is a fast and comprehensive machine learning system. -
Spark Notebook
Scalable and stable Scala and Spark focused notebook bridging the gap between JVM and Data Scientists (incl. extendable, typesafe and reactive charts). -
Figaro
Figaro is a probabilistic programming language that supports development of very rich probabilistic models. -
FACTORIE
A toolkit for deployable probabilistic modeling, implemented as a software library in Scala. -
ND4S
N-Dimensional arrays and linear algebra for Scala with an API similar to Numpy. ND4S is a scala wrapper around ND4J. -
Libra
Libra is a dimensional analysis library based on shapeless, spire and singleton-ops. It contains out of the box support for SI units for all numeric types. -
Optimus * 96
Optimus is a library for Linear and Quadratic mathematical optimization written in Scala programming language. -
Clustering4Ever
Scala and Spark API to benchmark and analyse clustering algorithms on any vectorization you can generate -
rscala
The Scala interpreter is embedded in R and callbacks to R from the embedded interpreter are supported. Conversely, the R interpreter is embedded in Scala. -
Tyche
Probability distributions, stochastic & Markov processes, lattice walks, simple random sampling. A simple yet robust Scala library. -
Rings
An efficient library for polynomial rings. Commutative algebra, polynomial GCDs, polynomial factorization and other sci things at a really high speed. -
SwiftLearner
Simply written algorithms to help study Machine Learning or write your own implementations.
Get performance insights in less than 4 minutes
* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest. Visit our partner's website for more details.
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README
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Apache PredictionIO
Apache PredictionIO is an open source machine learning framework for developers, data scientists, and end users. It supports event collection, deployment of algorithms, evaluation, querying predictive results via REST APIs. It is based on scalable open source services like Hadoop, HBase (and other DBs), Elasticsearch, Spark and implements what is called a Lambda Architecture.
To get started, check out http://predictionio.apache.org!
Table of contents
Installation
A few installation options available.
Quick Start
- Recommendation Engine Template Quick Start Guide
- Similiar Product Engine Template Quick Start Guide
- Classification Engine Template Quick Start Guide
Bugs and Feature Requests
Use Apache JIRA to report bugs or request new features.
Documentation
Documentation, included in this repo in the docs/manual
directory, is built
with Middleman and publicly hosted at
predictionio.apache.org.
Interested in helping with our documentation? Read Contributing Documentation.
Community
Keep track of development and community news.
- Subscribe to the user mailing list [email protected] and the dev mailing list [email protected]
- Follow @predictionio on Twitter.
Contributing
Read the Contribute Code page.
You can also list your projects on the Community Project page.
License
Apache PredictionIO is under Apache 2 license.
*Note that all licence references and agreements mentioned in the PredictionIO README section above
are relevant to that project's source code only.