Paul Elvers's repositories
blog
personal blog
CLV
Calculating Customer Lifetime Value (CLV) with Recency, Frequency, and Monetary (RFM)
decision-forests
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
everything_about_ab_testing
Everything you ever wanted to know about AB-testing
example-scripts
The official example scripts for the Numerai Data Science Tournament
numerapi
Python API and command line interface for the numer.ai machine learning competition
OrdinalRecommenders
OrdinalRecommenders
paulelvers
About Me
tensorflow-recommendation-wals
An end-to-end solution for website article recommendations based on Google Analytics data. The model is based on matrix-factorization using the WALS algorithm, in TensorFlow, trained on Cloud ML Engine. Recommendations are served using App Engine Flex with Cloud Endpoints. Orchestration is performed using Airflow, running on Cloud Composer or GKE.