From b85ee9d64a536937912544c7bbd5b98b635b7e8d Mon Sep 17 00:00:00 2001 From: Christian C Date: Mon, 11 Nov 2024 12:29:32 -0800 Subject: Initial commit --- .../common/distribution/gaussian_distribution.py | 23 ++++++++++++++++++++++ 1 file changed, 23 insertions(+) create mode 100644 code/sunlab/common/distribution/gaussian_distribution.py (limited to 'code/sunlab/common/distribution/gaussian_distribution.py') diff --git a/code/sunlab/common/distribution/gaussian_distribution.py b/code/sunlab/common/distribution/gaussian_distribution.py new file mode 100644 index 0000000..e478ab6 --- /dev/null +++ b/code/sunlab/common/distribution/gaussian_distribution.py @@ -0,0 +1,23 @@ +from .adversarial_distribution import * + + +class GaussianDistribution(AdversarialDistribution): + """# Gaussian Distribution""" + + def __init__(self, N): + """# Gaussian Distribution Initialization + + Initializes the name and dimensions""" + super().__init__(N) + self.full_name = f"{N}-Dimensional Gaussian Distribution" + self.name = "G" + + def __call__(self, *args): + """# Magic method when calling the distribution + + This method is going to be called when you use gauss(N1,...,Nm)""" + import numpy as np + + return np.random.multivariate_normal( + mean=np.zeros(self.dims), cov=np.eye(self.dims), size=[*args] + ) -- cgit v1.2.1