LM
A Python module to create simple multi-layer perceptron neural networks using Levenberg-Marquardt training
Prerequisites
This package uses Python 3.x This package requires numpy which can be downloaded using the following commands
pip install numpy
Installing
To install and use this package simply run:
pip install --index-url https://test.pypi.org/simple/ LM
Then you can simply import it using:
import LM
Example
- Creating a new neural network
structure = [1, 5, 1]
nn = LM.NN(structure)
The list structure describes how many layers there are in the network and how many neurons are in each layer sequentially
- Training the neural network
nn.train_lm(train_X, train_Y)
- Predicting new input
nn.predict(test_X)