Machine Learning Blog - JvdW

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

Tensor-Based Sum-Product Networks: Part II

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

Tensor-Based Sum-Product Networks: Part I

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

Semi-Supervised Learning With GANs

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

Cuda, TensorFlow And Capsule Networks

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

Capsule Networks

Neural networks with high-dimensional building blocks.