From 22ed0be28989439928891bfbc580ce645a20a5dd Mon Sep 17 00:00:00 2001 From: Antoine Wehenkel Date: Mon, 25 Nov 2019 13:52:27 +0100 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a0764cf..0aa1c28 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ and [Sylvester normalizing flows for variational inference](https://github.com/r # Usage ## Simple Monotonic Function This experiment is not described in the paper. We create the following dataset: -x = [x_1, x_2, x_3] is drawn from a multivariate Gaussian, y = 0.001(x_1^3 + x) + x_2 + sin(x_3). +x = [x_1, x_2, x_3] is drawn from a multivariate Gaussian, y = 0.001(x_1^3 + x_1) + x_2 + sin(x_3). We suppose that we are given the information the monotonicity of y with respect to x_1. ```bash python MonotonicMLP.py