Deeplearning4j Alternatives

Deeplearning4j is described as 'Eclipse Deeplearning4j is the first commercial-grade, open-source, distributed deep-learning library written for Java and Scala. Integrated with Hadoop and Apache Spark, DL4J brings AI to business environments for use on distributed GPUs and CPUs' and is an app in the development category. There are more than 10 alternatives to Deeplearning4j for a variety of platforms, including Linux, Mac, Windows, Python and Web-based apps. The best Deeplearning4j alternative is TensorFlow, which is both free and Open Source. Other great apps like Deeplearning4j are tinygrad, PyTorch, TFLearn and Keras.

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Deeplearning4j alternatives page was last updated

Alternatives list

  1. TensorFlow icon
     23 likes
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    TensorFlow is an open source software library for machine learning in various kinds of perceptual and language understanding tasks.

    16 TensorFlow alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Linux
    • Windows
    • Python
     
    • TensorFlow is the most popular Windows, Mac & Linux alternative to Deeplearning4j.

    • TensorFlow is the most popular Open Source & free alternative to Deeplearning4j.

    • TensorFlow is Free and Open SourceDeeplearning4j is also Free and Open Source
  2. tinygrad icon
     5 likes
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    This may not be the best deep learning framework, but it is a deep learning framework.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python
     
  3. PyTorch icon
     9 likes
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    PyTorch enables fast, flexible experimentation and efficient production through a hybrid front-end, distributed training, and ecosystem of tools and libraries.

    11 PyTorch alternatives

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
     
  4. TFLearn icon
     Like
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    TFlearn is a modular and transparent deep learning library built on top of Tensorflow. It was designed to provide a higher-level API to TensorFlow in order to facilitate and speed-up experimentations, while remaining fully transparent and compatible with it.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
    • Mac
    • TensorFlow
    • Python
     
  5. Keras icon
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    Keras is a deep learning API written in Python and capable of running on top of either JAX, TensorFlow, or PyTorch.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Self-Hosted
    • Linux
    • Mac
     
    • Keras is the most popular Self-Hosted alternative to Deeplearning4j.

    • Keras is Free and Open SourceDeeplearning4j is also Free and Open Source
  6.  1 like
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    A tiny Autograd engine (with a bite! :)). Implements backpropagation (reverse-mode autodiff) over a dynamically built DAG and a small neural networks library on top of it with a PyTorch-like API. Both are tiny, with about 100 and 50 lines of code respectively.

    Cost / License

    • Free
    • Open Source

    Platforms

    • BSD
    • Linux
    • Mac
    • Windows
    • Python
     
  7. PyCaret icon
     1 like
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    PyCaret is an open source low-code machine learning library in Python that aims to reduce the hypothesis to insights cycle time in a ML experiment. It enables data scientists to perform end-to-end experiments quickly and efficiently.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Python
     
  8. mlpack icon
     2 likes
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    mlpack is a C++ machine learning library with emphasis on scalability, speed, and ease-of-use. Its aim is to make machine learning possible for novice users by means of a simple, consistent API, while simultaneously exploiting C++ language features.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
     
    • mlpack is the most popular Web-based alternative to Deeplearning4j.

    • mlpack is Free and Open SourceDeeplearning4j is also Free and Open Source
  9. Copy a direct link to this comment to your clipboard

    Training Mule allows you or your team to easily label images, providing you with the datasets that you require for the best results. With your images labelled, we will train the network of your choice and provide you with the model ready for use.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
     
  10. Darknet icon
     1 like
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    Darknet: Open Source Neural Networks in C Darknet is an open source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
     
  11. CatBoost icon
     1 like
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    CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
     
  12. MXNet icon
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    MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity. At its core, MXNet contains a dynamic dependency scheduler that automatically parallelizes both...

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
     
12 of 14 Deeplearning4j alternatives