From 033fa55bcb2dcd5c418c8918b1776845191088b9 Mon Sep 17 00:00:00 2001
From: Carole Sudre <carolesudre@Caroles-MacBook-Pro-3.local>
Date: Thu, 26 Sep 2024 17:17:20 +0100
Subject: [PATCH] Update to change factorial

---
 MetricsReloaded/metrics/calibration_measures.py | 3 ++-
 requirements.txt                                | 1 +
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/MetricsReloaded/metrics/calibration_measures.py b/MetricsReloaded/metrics/calibration_measures.py
index 27104d3..5874f9f 100644
--- a/MetricsReloaded/metrics/calibration_measures.py
+++ b/MetricsReloaded/metrics/calibration_measures.py
@@ -29,6 +29,7 @@
 
 
 import numpy as np
+import math
 from scipy.special import gamma
 
 # from metrics.pairwise_measures import CacheFunctionOutput
@@ -235,7 +236,7 @@ def kernel_calibration_error(self):
                 vect_j = one_hot_ref[j,:] - self.pred[j,:]
                 value_ij = np.matmul(vect_i, np.matmul(kernel,vect_j.T))
                 sum_tot += value_ij
-        multiplicative_factor = np.math.factorial(numb_samples)/ (2 * np.math.factorial(numb_samples-2))
+        multiplicative_factor = math.factorial(numb_samples)/ (2 * np.math.factorial(numb_samples-2))
         kce = 1/multiplicative_factor * sum_tot
         return kce
 
diff --git a/requirements.txt b/requirements.txt
index 73287ff..f11fb4d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,5 @@
 numpy
+math
 scipy
 scikit-learn
 scikit-image