Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...

This repo contains the code for the O'Reilly Media, Inc. book "Hands-on Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data" by Ankur A. Patel. Many ...

Understand how the NADAM optimizer works by building it completely from scratch in Python! This video is great for those wanting to go beyond plug-and-play machine learning libraries and truly ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.

In order to address these challenges, this article proposes a joint high-precision frequency and code phase estimation algorithm. By incorporating a phase adjustment strategy during the bit ...