I’m compiling the exact same code in PyCharm and in CMD, but they’re giving me two different outputs:
PyCharm output – [np.float64(1.6000000000000003), -1]
CMD output – [1.6000000000000003, -1]

I was expecting the same output as CMD gives me in PyCharm, but it gives me “np.float64”.

import numpy as np

x_train = np.array([[10, 50], [20, 30], [25, 30], [20, 60], [15, 70], [40, 40], [30, 45], [20, 45], [40, 30], [7, 35]])
y_train = np.array([-1, 1, 1, -1, -1, 1, 1, -1, 1, -1])

n_train = len(x_train)                          
w = [0, -1]                                     
a = lambda x: np.sign(x[0]*w[0] + x[1]*w[1])    
N = 50                                          
L = 0.1                                         
e = 0.1                                         

last_error_index = -1                           

for n in range(N):
    for i in range(n_train):                
        if y_train[i]*a(x_train[i]) < 0:  
            w[0] = w[0] + L * y_train[i]    
            last_error_index = i

    Q = sum([1 for i in range(n_train) if y_train[i]*a(x_train[i]) < 0])
    if Q == 0:      
        break       

if last_error_index > -1:
    w[0] = w[0] + e * y_train[last_error_index]

print(w)

I tried reinstalling numpy in PyCharm but it didn’t help.
I guess it’s PyCharm issue, because in CMD and online compiler i have the same expected output.