oneNeuron

oneNeuron/perceptron

git add . && git commit -m "docstring updated" && git push origin main

cp Research\ notebooks/demo.ipyb .

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Python code

def main(data, modelName, plotName, eta, epochs):
    df = pd.DataFrame(data)
    print(df)
    X, y = prepare_data(df)
    model = Perceptron(eta=eta, epochs=epochs)
    model.fit(X, y)
    _ = model.total_loss()
    save_model(model, filename=modelName)
    save_plot(df, plotName, model)

dataset

x1	x2	y
0	0	0
0	1	0
1	0	0
1	1	1

• point 1
• point 2

1. point