This is simple use of tensorflow for classifying XOR gate.
- installing tensorflow using pip:
sudo pip install tensorflow - download project and run
main.py
xor is a logic gate/operator that only is true that number of 1's is odd
| A | B | A XOR B |
|---|---|---|
| 0 | 0 | 0 |
| 1 | 0 | 1 |
| 0 | 1 | 1 |
| 1 | 1 | 0 |
Since xor can't be classified with one perceptron and need non-linearity for classification adding a hidden layer to neural network can help classification.
The MIT License (MIT)
Copyright (c) 2018 Kiarash Kiani
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