Libraries for Machine Learning

Work in progress

This page is in development, feel free to edit it to add more information.

Machine Learning libraries

• See this vulgarisation article explaining the different principles of Machine Learning.
• The Azure Machine Learning Algorithm Cheat Sheet helps you choose the right algorithm for a predictive analytics model.
• This repository provides tutorials and examples to a vast number of Machine / Deep Learning library.

SciKit Learn

https://scikit-learn.org/stable/

Deep Learning libraries

See this article for more details about modern Deep Learning libraries.

Tensorflow

Python library developed by Google.

https://www.tensorflow.org/

PyTorch

Python library developed by Facebook.

https://pytorch.org/

Deep Java Library

Java library developed by Amazon. See the introduction article.

https://djl.ai/

Sonnet

Layer on top of Tensorflow.

https://sonnet.readthedocs.io/en/latest/

Keras

Python library. Layer on top of Tensorflow, CNTK, Theano.

https://keras.io/

Metaflow

Layer on top of Tensorflow, PyTorch, SciKit Learn developed by Netflix.

https://metaflow.org/