Need advice about which tool to choose?Ask the StackShare community!

Aerosolve

26
73
+ 1
0
DMTK

4
18
+ 1
0
PredictionIO

68
111
+ 1
8
Get Advice from developers at your company using StackShare Enterprise. Sign up for StackShare Enterprise.
Learn More
Pros of Aerosolve
Pros of DMTK
Pros of PredictionIO
    Be the first to leave a pro
      Be the first to leave a pro
      • 8
        Predict Future

      Sign up to add or upvote prosMake informed product decisions

      No Stats
      - No public GitHub repository available -

      What is Aerosolve?

      This library is meant to be used with sparse, interpretable features such as those that commonly occur in search (search keywords, filters) or pricing (number of rooms, location, price). It is not as interpretable with problems with very dense non-human interpretable features such as raw pixels or audio samples.

      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 PredictionIO?

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

      Need advice about which tool to choose?Ask the StackShare community!

      What companies use Aerosolve?
      What companies use DMTK?
      What companies use PredictionIO?

      Sign up to get full access to all the companiesMake informed product decisions

      What are some alternatives to Aerosolve, DMTK, and PredictionIO?
      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.
      PyTorch
      PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
      scikit-learn
      scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
      Keras
      Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
      CUDA
      A parallel computing platform and application programming interface model,it enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.
      See all alternatives