Machine Learning Blog - JvdW

Jos van de Wolfshaar

Written by Jos van de Wolfshaar, a Machine Learning practitioner who's living and working in Amsterdam.

Tensor-Based Sum-Product Networks: Part II

July 10, 2019

Layer-based implementations of Sum-Product Networks with TensorFlow.

Tensor-Based Sum-Product Networks: Part I

June 11, 2019

An introduction to Sum-Product Networks. First of a series of posts on these relatively unknown probabilistic models.

Semi-Supervised Learning With GANs

June 18, 2018

Partial reimplementation of a paper on Semi-Supervised Learning with Generative Adversarial Networks.

Cuda, TensorFlow And Capsule Networks

February 11, 2018

A complete demonstration of developing a custom TensorFlow Op with GPU support.

Capsule Networks

November 23, 2017

Neural networks with high-dimensional building blocks.