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1 files changed, 23 insertions, 0 deletions

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
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+++ b/code/sunlab/common/distribution/gaussian_distribution.py
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+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]
+        )