Python for HPC: Machine Learning

Getting started articles

Machine Learning for Everyone Great intro article to Machine Learning by Vasily Zubarev. November 2018.

Your First Machine Learning Project in Python Create a small machine learning project using Python. By Jason Brownlee (updated Feb 2019)

Python libraries

scikit-learn Machine-learning Python library. github.

Tensorflow Library for Deep Learning. github.

Keras Popular high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. github

Machine Learning at Scale

DeepHypre Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks from Argonne. DeepHypre is an AutoML code. github