Extended API

Neural Networks

NeuralNetClassifier

python
from fling import NeuralNetClassifier

nn = NeuralNetClassifier("data.csv", target="label",
                      hidden_layers=(100, 50),
                      max_iter=500)
nn.train()
nn.evaluate()

NeuralNetRegressor

python
from fling import NeuralNetRegressor

nn = NeuralNetRegressor("data.csv", target="price",
                     hidden_layers=(128, 64, 32))
nn.train()
nn.evaluate()

Note

ℹThese use sklearn's MLPClassifier/MLPRegressor - excellent for tabular data. For images, text, or very large datasets, use PyTorch or TensorFlow.