TensorFlow Alternatives

TensorFlow is described as 'Open source software library for machine learning in various kinds of perceptual and language understanding tasks. It was originally developed by the Google and later released under the Apache 2.0 open source license on Nov 9, 2015' and is an app in the education & reference category. There are more than 10 alternatives to TensorFlow for a variety of platforms, including Linux, Mac, Windows, Web-based and Python apps. The best TensorFlow alternative is tinygrad, which is both free and Open Source. Other great apps like TensorFlow are PyTorch, Keras, TFLearn and micrograd.

  • FreeOpen Source
  • ...

TensorFlow is an open source software library for machine learning in various kinds of perceptual and language...

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TensorFlow alternatives page was last updated Nov 1, 2024
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  1. tinygrad icon
     5 likes
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    This may not be the best deep learning framework, but it is a deep learning framework.

    License model

    • FreeOpen Source

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    • Python

    tinygrad Features

    1.  Python-based

    tinygrad VS TensorFlow

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

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

    • tinygrad is Free and Open SourceTensorFlow is also Free and Open Source
  2. 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

    License model

    • FreeOpen Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux

    PyTorch VS TensorFlow

     
  3. 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.

    License model

    • FreeOpen Source

    Country of Origin

    • US flagUnited States

    Platforms

    • Self-Hosted
    • Linux
    • Mac

    Keras Features

    1.  Data science
    2.  Neural network

    Keras VS TensorFlow

     
    • Keras is the most popular Self-Hosted alternative to TensorFlow.

    • Keras is Free and Open SourceTensorFlow is also Free and Open Source
  4. TFLearn icon
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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.

    License model

    • FreeOpen Source

    Platforms

    • Linux
    • Mac
    • TensorFlow
    • Python

    TFLearn Features

    1.  Data science
    2.  Neural network

    TFLearn VS TensorFlow

     
  5.  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.

    License model

    • FreeOpen Source

    Application type

    Platforms

    • BSD
    • Linux
    • Mac
    • Windows
    • Python

    micrograd Features

    1.  Neural network
    2.  Python-based

    micrograd VS TensorFlow

     
  6. 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.

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Python

    PyCaret VS TensorFlow

     
  7. 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.

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online

    mlpack VS TensorFlow

     
    • mlpack is the most popular Web-based alternative to TensorFlow.

    • mlpack is Free and Open SourceTensorFlow is also Free and Open Source
  8. 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.

    License model

    • FreemiumProprietary

    Country of Origin

    • GB flagUnited Kingdom

    Platforms

    • Online

    Training Mule Features

    1.  Image recognition

    Training Mule VS TensorFlow

     
  9. 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.

    License model

    • FreeOpen Source

    Platforms

    • Linux

    Darknet Features

    1.  Image recognition

    Darknet VS TensorFlow

     
  10. Copy a direct link to this comment to your clipboard

    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.

    License model

    • FreeOpen Source

    Application type

    Country of Origin

    • US flagUnited States

    Platforms

    • Mac
    • Windows
    • Linux
    • Java

    Deeplearning4j VS TensorFlow

     
  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.

    License model

    • FreeOpen Source

    Country of Origin

    • RU flagRussia

    Platforms

    • Mac
    • Windows
    • Linux

    CatBoost VS TensorFlow

     
  12. ZETIC.ai icon
     1 like
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    ZETIC.ai is an on-device AI solution using NPUs to run AI models directly on mobile devices. It supports various SoC NPUs, providing optimized AI models and easy implementation across platforms like Android, iOS, and Windows.

    License model

    • Free PersonalProprietary

    Application type

    Platforms

    • Self-Hosted

    ZETIC.ai Features

    1.  AI-Powered

    ZETIC.ai VS TensorFlow

     
12 of 16 TensorFlow alternatives