Deep Generative View on Continual Learning course - Assignment

Authors: Daniel Mauricio Jimenez Gutierrez, Francesco Verdini, Marco Ferilli, Gianluca De Carlo and Gaetano Saurio

Date: 2024/06/15

PhD in Data Science

La Sapienza University of Rome

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Through this document, you can find and understand the report and code employed in the solution of the assignment.

Repository description

In this repository you can find the next files:

1. 01_Solution_assignment_VAE_replay_CL.ipynb file

This is the base code employed for the assignment's solution. You can the code to run it easily (make sure to set the ROOT path parameter for it to run smoothly).

2. Deep generative view on continual learning - assignment report.pdf file

You can OPEN this file contains the report regarding the solution of the assignment.

3. 02_vanilla_replay_CL.ipynb.ipynb file

This file contains the vanilla replay implementation. You can the code to run it easily (make sure to set the ROOT path parameter for it to run smoothly).

We hope the previous information was clear and useful to navigate over the repository and understand our solutions.