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NNPraktikum

The coding framework for KIT Neural Network Praktikum

See ilias.studium.kit.edu for more information.

Python version

We use Python 2.7, not Python 3.x

Requirements

You have to install two 3rd-party packages: Numpy and scikit-learn.

Numpy

You might have to install numpy manually. Please follow the official guide to do so.

Scikit-learn

Scikit-learn is also called sklearn. Don't be confused by that, it is the same package. Please follow the official guide to install it.

Results

Leaky ReLU: [512, 256, 128]

Learning rate = 0.01 L2 rate = 0.005

Training epoch 12/100.. Accuracy on training: 100.00% Accuracy on validation: 94.00%

Result of the mlp recognizer: Accuracy of the recognizer: 94.80%

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  • Python 100.0%