Supplementary Material for LIFELONG-LEARNING EMBEDDINGS: INCREMENTAL AND CONTINUAL REPRESENTATION LEARNING FOR DYNAMIC E-COMMERCE TRENDS

This repository contains the supplementary material accompanying the ICLR submission.

Contents

experiments/
Contains everything needed to reproduce the experiments presented in the paper.

ll_playground.ipynb
A lightweight Jupyter notebook showcasing a toy example of the Lifelong-Learning Embeddings (LLE) framework.

We include the complete implementation of LLE in the supplementary material, together with a Jupyter notebook that demonstrates its functionality. The notebook is lightweight and can be executed on a standard local machine without the need for high-end computational resources.

License
This code is released under a CC BY-NC 4.0 License, meaning it can be shared and adapted with attribution, but commercial use is not permitted.

Availability
Following acceptance of the paper, the code will be published on GitHub for public access.