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Update gaussian_fuzzyset.py

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corrected the np.float64(1.0) error
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Shreya 2024-10-30 17:21:35 +05:30 committed by GitHub
parent a05f867d5b
commit 03ae118193
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1 changed files with 3 additions and 1 deletions
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fuzzy_logic/gaussian_fuzzyset.py
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@ -52,8 +52,10 @@ class GaussianFuzzySet:
>>> GaussianFuzzySet("Medium", 0, 1).membership(1)
0.6065306597126334
"""
membership_value = np.exp(-0.5 * ((x - self.mean) / self.std_dev) ** 2)
return 1 - membership_value if self.is_complement else membership_value
# Directly return for non-complement or return 1 - membership for complement
return membership_value if not self.is_complement else 1 - membership_value
def complement(self) -> GaussianFuzzySet:
"""