Best Free Machine Learning Frameworks
Ranking free machine learning frameworks based on community support, ease of use, performance, and available features.
Top Ranked
TensorFlow is an open-source framework developed by Google. It supports a wide range of machine learning and deep learning models, including neural networks. TensorFlow offers excellent performance, e...
PyTorch is a popular open-source machine learning library based on the Torch library. It provides dynamic tensor computation and deep neural networks with strong GPU support, making it highly flexible...
FastAI is a library built on top of PyTorch, designed to make deep learning more accessible and efficient. It includes pre-built models and utilities for common tasks, making it ideal for beginners an...
Scikit-learn is a simple and efficient tool for data mining and data analysis. It features various machine learning algorithms, including classification, regression, clustering, and dimensionality red...
Keras is a high-level neural networks API, capable of running on top of TensorFlow. It is designed to enable fast experimentation with deep neural networks and provides a simple, intuitive interface f...
Caffe is a deep learning framework developed by Berkeley Vision and Learning Center. It focuses on speed and efficiency, making it suitable for real-time applications in image processing and computer...
MXNet is an open-source deep learning framework that provides a flexible architecture for building and deploying machine learning models. It supports multiple programming languages, including Python,...
Theano is a Python library that allows for the definition, optimization, and evaluation of mathematical expressions involving multi-dimensional arrays. It was widely used but has been deprecated in fa...
Deeplearning4j (DL4J) is an open-source, distributed deep learning library for Java and Scala. It supports both CPU and GPU processing and provides a wide range of neural network architectures, making...
Caffe2 is a second-generation deep learning framework developed by Facebook. It offers high performance and flexibility, supporting both CPU and GPU computations. Caffe2 is designed to be modular and...
