Utilities

minibatch

.. autofunction:: numpy_ml.neural_nets.utils.minibatch

calc_pad_dims_2D

.. autofunction:: numpy_ml.neural_nets.utils.calc_pad_dims_2D

calc_pad_dims_1D

.. autofunction:: numpy_ml.neural_nets.utils.calc_pad_dims_1D

pad1D

.. autofunction:: numpy_ml.neural_nets.utils.pad1D

pad2D

.. autofunction:: numpy_ml.neural_nets.utils.pad2D

dilate

.. autofunction:: numpy_ml.neural_nets.utils.dilate

calc_fan

.. autofunction:: numpy_ml.neural_nets.utils.calc_fan

calc_conv_out_dims

.. autofunction:: numpy_ml.neural_nets.utils.calc_conv_out_dims

im2col

.. autofunction:: numpy_ml.neural_nets.utils.im2col

col2im

.. autofunction:: numpy_ml.neural_nets.utils.col2im

conv2D

.. autofunction:: numpy_ml.neural_nets.utils.conv2D

conv1D

.. autofunction:: numpy_ml.neural_nets.utils.conv1D

deconv2D_naive

.. autofunction:: numpy_ml.neural_nets.utils.deconv2D_naive

conv2D_naive

.. autofunction:: numpy_ml.neural_nets.utils.conv2D_naive

he_uniform

.. autofunction:: numpy_ml.neural_nets.utils.he_uniform

he_normal

.. autofunction:: numpy_ml.neural_nets.utils.he_normal

glorot_uniform

.. autofunction:: numpy_ml.neural_nets.utils.glorot_uniform

glorot_normal

.. autofunction:: numpy_ml.neural_nets.utils.glorot_normal

truncated_normal

.. autofunction:: numpy_ml.neural_nets.utils.truncated_normal