Collaborative Denoising Autoencoders on PyTorch Lightning

Autoencoders are a simple neural network approach to recommendation

Recommendation systems are ubiquitous in our digital lives. To improve the quality of the recommended items, researchers have proposed hundreds of algorithms to the existing literature. Many have found their way to large production systems while new breeds of algorithms are being developed and tested all the time.

What should I watch tonight? Photo by Victoria Heath on Unsplash.

In this post, I am introducing the collaborative denoising autoencoder by …

autoencoder collaborative deep learning denoising machine learning pytorch pytorch lightning recommendation-system