routines.rst

Array Operations

.. module:: chainerx

Array creation routines

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.empty
   chainerx.empty_like
   chainerx.eye
   chainerx.identity
   chainerx.ones
   chainerx.ones_like
   chainerx.zeros
   chainerx.zeros_like
   chainerx.full
   chainerx.full_like
   chainerx.array
   chainerx.asarray
   chainerx.asanyarray
   chainerx.ascontiguousarray
   chainerx.copy
   chainerx.frombuffer
   chainerx.fromfile
   chainerx.fromfunction
   chainerx.fromiter
   chainerx.fromstring
   chainerx.loadtxt
   chainerx.arange
   chainerx.linspace
   chainerx.diag
   chainerx.diagflat

Activation functions

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.log_softmax
   chainerx.tanh
   chainerx.relu
   chainerx.sigmoid

Array manipulation routines

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.reshape
   chainerx.ravel
   chainerx.transpose
   chainerx.broadcast_to
   chainerx.squeeze
   chainerx.asarray
   chainerx.ascontiguousarray
   chainerx.concatenate
   chainerx.stack
   chainerx.split

Indexing routines

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.take

Linear algebra

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.dot

Logic functions

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.isinf
   chainerx.isnan

   chainerx.logical_and
   chainerx.logical_or
   chainerx.logical_not

   chainerx.greater
   chainerx.greater_equal
   chainerx.less
   chainerx.less_equal
   chainerx.equal
   chainerx.not_equal

Mathematical functions

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.negative
   chainerx.add
   chainerx.subtract
   chainerx.multiply
   chainerx.divide
   chainerx.sum
   chainerx.maximum
   chainerx.exp
   chainerx.log
   chainerx.logsumexp
   chainerx.log_softmax
   chainerx.sqrt
   chainerx.sin
   chainerx.cos
   chainerx.tan
   chainerx.arcsin
   chainerx.arccos
   chainerx.arctan
   chainerx.tanh
   chainerx.square
   chainerx.clip
   chainerx.ceil

Random sampling

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.random.normal
   chainerx.random.uniform

Sorting, searching, and counting

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.argmax

Statistics

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.amax

Connection

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.conv
   chainerx.conv_transpose
   chainerx.linear

Normalization

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.batch_norm
   chainerx.fixed_batch_norm

Pooling

.. autosummary::
   :toctree: generated/
   :nosignatures:

   chainerx.max_pool
   chainerx.average_pool