diff --git a/labproject/metrics/MMD.py b/labproject/metrics/MMD.py
index 8f2973b..9e8c3b5 100644
--- a/labproject/metrics/MMD.py
+++ b/labproject/metrics/MMD.py
@@ -1,8 +1,5 @@
 import numpy as np
 from sklearn import metrics
-import torch
-from torch.distributions import MultivariateNormal, Categorical
-import matplotlib.pyplot as plt
 import random