matrix factorization Archives - Petamind https://petaminds.com/tag/matrix-factorization/ A.I, Data and Software Engineering Tue, 05 Oct 2021 06:06:15 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 https://petaminds.com/wp-content/uploads/2019/09/ic_launcher.png matrix factorization Archives - Petamind https://petaminds.com/tag/matrix-factorization/ 32 32 MLP for implicit binary collaborative filtering https://petaminds.com/mlp-for-implicit-binary-collaborative-filtering/ https://petaminds.com/mlp-for-implicit-binary-collaborative-filtering/#respond Mon, 02 Mar 2020 12:11:05 +0000 https://petaminds.com/?p=2265 In this post, we demonstrate Keras implementation of the implicit collaborative filtering. We also introduce some techniques to improve the performance of the current model, including weight initialization, dynamic learning rate, early stopping callback etc. The implicit data For demonstration purposes, we use the dataset generated from negative samples using the technique mentioned in this […]

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