DMTK vs. Gluon vs. TensorFlow

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No public GitHub repository stats available
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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.

What is Gluon?

A new open source deep learning interface which allows developers to more easily and quickly build machine learning models, without compromising performance. Gluon provides a clear, concise API for defining machine learning models using a collection of pre-built, optimized neural network components.

What is TensorFlow?

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
Why do developers choose DMTK?
Why do you like DMTK?

Why do developers choose Gluon?
Why do you like Gluon?

Why do developers choose TensorFlow?
Why do you like TensorFlow?

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

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

What are the cons of using TensorFlow?
Downsides of TensorFlow?

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

What companies use DMTK?
1 companies on StackShare use DMTK
What companies use Gluon?
0 companies on StackShare use Gluon
What companies use TensorFlow?
218 companies on StackShare use TensorFlow
No integrations listed yet
What tools integrate with Gluon?
2 tools on StackShare integrate with Gluon
What tools integrate with TensorFlow?
15 tools on StackShare integrate with TensorFlow

What are some alternatives to DMTK, Gluon, and TensorFlow?

  • 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
  • ML Kit - Machine learning for mobile developers (by Google)

See all alternatives to DMTK

Optimizing Machine Learning with TensorFlow
Google Announces Developer Preview of TensorFlow Lite
Google Announces TensorFlow Release 1.4


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