perceptio
License: MIT License
oneNeuron | perceptron
git add . && git commit -m "docstring updated" && git push origin maincp Research\ notebooks/demo.ipynb .
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)| x1 | x2 | y |
|---|---|---|
| 0 | 0 | 0 |
| 0 | 1 | 0 |
| 1 | 0 | 0 |
| 1 | 1 | 1 |
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