Learning product similarity in e-commerce using a supervised approach

A practical solution to finding similar products using deep learning. A product-centric approach.

The main components of every e-commerce are products and consumers that interact with products. Among many use cases that e-commerce deals with, there are those that are consumer-centric, which try to understand the behavior of consumers by analyzing the history of purchased or viewed products and recommending similar products to consumers having similar purchasing behavior, and product-centric, such as price estimation …

commerce cosine-similarity e-commerce embedding learning product pytorch