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H2O vs PredictionIO: What are the differences?
H2O: H2O.ai AI for Business Transformation. H2O.ai is the maker behind H2O, the leading open source machine learning platform for smarter applications and data products. H2O operationalizes data science by developing and deploying algorithms and models for R, Python and the Sparkling Water API for Spark; PredictionIO: Open Source Machine Learning Server. PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.
H2O and PredictionIO can be primarily classified as "Machine Learning" tools.
H2O and PredictionIO are both open source tools. PredictionIO with 11.8K GitHub stars and 1.92K forks on GitHub appears to be more popular than H2O with 4.15K GitHub stars and 1.51K GitHub forks.
Badgeville, BlueData, and Shaw Academy are some of the popular companies that use H2O, whereas PredictionIO is used by 500 Startups, Betaout, and Tokopedia. H2O has a broader approval, being mentioned in 7 company stacks & 5 developers stacks; compared to PredictionIO, which is listed in 5 company stacks and 5 developer stacks.
Pros of H2O
- Highly customizable2
- Very fast and powerful2
- Auto ML is amazing2
- Super easy to use2
Pros of PredictionIO
- Predict Future8
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Cons of H2O
- Not very popular1
