$ python3 -m venv venv
$ source ./venv/bin/activate
$ pip install -r requirements.txt

$ python3 Perceptron_Test.py

$ pycodestyle *.py

(base) shirish@***************:workarea/perceptron-boolean-and ‹master*›$
------------------------------------------------------------------------
    x1    x2    LR     t   sum   act   dw1   dw2    db    w1    w2     b
------------------------------------------------------------------------
Epoch-1
     1     1  0.01     1     0     0  0.01  0.01  0.01  0.01  0.01  0.01
     1     0  0.01     0  0.02     1   0.0  0.01   0.0   0.0  0.01   0.0
     0     1  0.01     0  0.01     1   0.0   0.0 -0.01   0.0   0.0 -0.01
     0     0  0.01     0 -0.01     0   0.0   0.0 -0.01   0.0   0.0 -0.01
------------------------------------------------------------------------
    x1    x2    LR     t   sum   act   dw1   dw2    db    w1    w2     b
------------------------------------------------------------------------
Epoch-2
     1     1  0.01     1 -0.01     0  0.01  0.01   0.0  0.01  0.01   0.0
     1     0  0.01     0  0.01     1   0.0  0.01 -0.01   0.0  0.01 -0.01
     0     1  0.01     0   0.0     0   0.0  0.01 -0.01   0.0  0.01 -0.01
     0     0  0.01     0 -0.01     0   0.0  0.01 -0.01   0.0  0.01 -0.01

...

Epoch-99
     1     1  0.01     10.009999999999999998     1  0.01  0.02 -0.02  0.01  0.02 -0.02
     1     0  0.01     0 -0.01     0  0.01  0.02 -0.02  0.01  0.02 -0.02
     0     1  0.01     0   0.0     0  0.01  0.02 -0.02  0.01  0.02 -0.02
     0     0  0.01     0 -0.02     0  0.01  0.02 -0.02  0.01  0.02 -0.02
------------------------------------------------------------------------
    x1    x2    LR     t   sum   act   dw1   dw2    db    w1    w2     b
------------------------------------------------------------------------
Epoch-100
     1     1  0.01     10.009999999999999998     1  0.01  0.02 -0.02  0.01  0.02 -0.02
     1     0  0.01     0 -0.01     0  0.01  0.02 -0.02  0.01  0.02 -0.02
     0     1  0.01     0   0.0     0  0.01  0.02 -0.02  0.01  0.02 -0.02
     0     0  0.01     0 -0.02     0  0.01  0.02 -0.02  0.01  0.02 -0.02



evaluate    1   1 , result:  (1, 0.009999999999999998)
evaluate    0   1 , result:  (0, 0.0)
evaluate    1   0 , result:  (0, -0.01)
evaluate    0   0 , result:  (0, -0.02)
.
----------------------------------------------------------------------
Ran 1 test in 0.329s

OK