From 39b7e954f400b0c7e5f48d4af0646ce1aff0d24b Mon Sep 17 00:00:00 2001 From: Aanand Mishra <69287620+Aanandmishra2020@users.noreply.github.com> Date: Wed, 30 Sep 2020 19:58:27 +0545 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a7b53c9..54eca47 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# Factorization Machines in Python +# Factorization Machines in Python - An Awesome Python Project This is a python implementation of Factorization Machines [1]. This uses stochastic gradient descent with adaptive regularization as a learning method, which adapts the regularization automatically while training the model parameters. See [2] for details. From libfm.org: "Factorization machines (FM) are a generic approach that allows to mimic most factorization models by feature engineering. This way, factorization machines combine the generality of feature engineering with the superiority of factorization models in estimating interactions between categorical variables of large domain."