Application of Multivariate Denoising Autoencoders and Matrix Factorization techniques using MovieLens dataset.
In this repository there are two different ipyb notebooks. One is about application of Multivariate Denoising Autoencoders to MovieLens dataset as explained in here: https://arxiv.org/pdf/1802.05814.pdf
The other notebook is about application of Matrix Factorization techniques to the same dataset using Python Library, Recompy.
These notebooks are part of the lectures I have given at inzva Applied AI study group. Whole repository is here: https://github.com/inzva/Applied-AI-Study-Group-2020-June
Lectures are available on YouTube in Turkish. You can see them from: https://www.youtube.com/watch?v=VFpfol-jaZ0&list=PLhnxo6HZwBgnTokZUfwM-sM0-DXRyp-rl&index=38&ab_channel=inzvateam