numpy_ml.neural_nets.activations.rst

Activations

Popular (and some not-so-popular) activation functions for use within arbitrary neural networks.

Affine

.. autoclass:: numpy_ml.neural_nets.activations.Affine
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ELU

.. autoclass:: numpy_ml.neural_nets.activations.ELU
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Exponential

.. autoclass:: numpy_ml.neural_nets.activations.Exponential
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HardSigmoid

.. autoclass:: numpy_ml.neural_nets.activations.HardSigmoid
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Identity

.. autoclass:: numpy_ml.neural_nets.activations.Identity
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LeakyReLU

.. autoclass:: numpy_ml.neural_nets.activations.LeakyReLU
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ReLU

.. autoclass:: numpy_ml.neural_nets.activations.ReLU
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SELU

.. autoclass:: numpy_ml.neural_nets.activations.SELU
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GELU

.. autoclass:: numpy_ml.neural_nets.activations.GELU
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Sigmoid

.. autoclass:: numpy_ml.neural_nets.activations.Sigmoid
    :members:
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SoftPlus

.. autoclass:: numpy_ml.neural_nets.activations.SoftPlus
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Tanh

.. autoclass:: numpy_ml.neural_nets.activations.Tanh
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