PredictionIO vs. H2O vs. DMTK

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What is PredictionIO?

PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.

What is H2O? 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.

What is DMTK?

DMTK provides a parameter server based framework for training machine learning models on big data with numbers of machines. It is currently a standard C++ library and provides a series of friendly programming interfaces.
Why do developers choose PredictionIO?
Why do you like PredictionIO?

Why do developers choose H2O?
Why do you like H2O?

Why do developers choose DMTK?
Why do you like DMTK?

What are the cons of using PredictionIO?
No Cons submitted yet for PredictionIO
Downsides of PredictionIO?

What are the cons of using H2O?
No Cons submitted yet for H2O
Downsides of H2O?

What are the cons of using DMTK?
No Cons submitted yet for DMTK
Downsides of DMTK?

Want advice about which of these to choose?Ask the StackShare community!

What companies use PredictionIO?
10 companies on StackShare use PredictionIO
What companies use H2O?
12 companies on StackShare use H2O
What companies use DMTK?
1 companies on StackShare use DMTK

What are some alternatives to PredictionIO, H2O, and DMTK?

  • TensorFlow - Open Source Software Library for Machine Intelligence
  • scikit-learn - Easy-to-use and general-purpose machine learning in Python
  • Keras - Deep Learning library for Theano and TensorFlow
  • PyTorch - A deep learning framework that puts Python first

See all alternatives to PredictionIO

Interest Over Time