implementing simple perceptron

LordSomen · Sep 2, 2018 · 6d12cdf · 6d12cdf
1 parent 4105c24
commit 6d12cdf
Showing 1 changed file with 14 additions and 0 deletions.
diff --git a/AAN/arti_neural_net.py b/AAN/arti_neural_net.py
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+#%%
+import numpy as np 
+from sklearn.datasets import load_iris
+from sklearn.linear_model import Perceptron
+
+iris = load_iris()
+X = iris.data[:, (2, 3)] # petal length, petal width
+Y = (iris.target == 0).astype(np.int) # Iris Setosa?
+
+per_clf = Perceptron()
+per_clf.fit(X,Y)
+
+y_pred = per_clf.predict([[2,0.5]])
+print(y_pred)