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AWehenkel authored Nov 25, 2019
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Expand Up @@ -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
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