OpenML-Python provides an easy-to-use and straightforward Python interface for OpenML, an online platform for open science collaboration in machine learning. It can download or upload data from OpenML ...

Abstract: Stochastic optimization lies at the heart of machine learning, and its cornerstone is stochastic gradient descent (SGD), a method introduced over 60 years ago. The last eight years have seen ...

The University of California San Diego has received $4.85 million from the National Institutes of Health (NIH) to bolster a ...

Save your clicks with a few lines of Python code.

IMPORTANT NOTE (09/21/2017): This GitHub repository contains the code examples of the 1st Edition of Python Machine Learning book. If you are looking for the code examples of the 2nd Edition, please ...