A game theoretic approach to explain the output of any machine learning model.

Keras implementation of AutoRec and DeepRecommender from Nvidia.

Autorec (Autoencoders Meet Collaborative Filtering)

Neural Collaborative Filtering

keras implementation of Neural Autoregressive Distribution Estimator for Collaborative Filtering

A implementation of CF-NADE. Yin Zheng, et. al. "A Neural Autoregressive Approach to Collaborative Filtering", accepted by ICML 2016.

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

TensorFlow simple implemenation of AttRec model in paper "Next Item Recommendation with Self-Attention"

An example of doing MovieLens recommendations using triplet loss in Keras

Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".

An implementation of Convolutional Neural Collaborative Filtering in R Keras

Neural models for Collaborative Filtering

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.