PyTorch enables fast, flexible experimentation and efficient production through a hybrid front-end, distributed training, and ecosystem of tools and libraries.
TensorFlow Alternatives
TensorFlow is described as 'Open source software library for machine learning in various kinds of perceptual and language understanding tasks' 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 PyTorch, which is both free and Open Source. Other great apps like TensorFlow are tinygrad, Keras, TFLearn and micrograd.
Alternatives list
11 PyTorch alternatives
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 (Apache-2.0)
Platforms
- Self-Hosted
- Linux
- Mac
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
- M
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 (MIT)
Platforms
- Mac
- Windows
- Linux
- Python
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
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
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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
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.
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
An automated AI platform, based on AutoML 2.0, for designing AI projects in a simpler and customizable way. Become agile, save yourself from staff and hardware worries, and skyrocket your business quickly.
Cost / License
- Freemium
- Proprietary
Application type
Platforms
- Mac
- Windows
- Linux
- Online
- Chrome OS
- Software as a Service (SaaS)
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