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Adds standardize initializer #2717

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merged 3 commits into from
Dec 15, 2022
Merged

Adds standardize initializer #2717

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4046b02
Adds standardize initializer
marcvanzee Dec 12, 2022
650480d
Add all initializers and activations to RTD
marcvanzee Dec 15, 2022
07e333a
Merge branch 'main' of https://www.github.com/google/flax into import…
marcvanzee Dec 15, 2022
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51 changes: 42 additions & 9 deletions docs/api_reference/flax.linen.rst
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Original file line number Diff line number Diff line change
Expand Up @@ -47,8 +47,6 @@ Profiling
----------------------

.. automodule:: flax.linen
.. currentmodule:: flax.linen

.. autosummary::
:toctree: _autosummary

Expand All @@ -61,8 +59,6 @@ Inspection
----------------------

.. automodule:: flax.linen
.. currentmodule:: flax.linen

.. autosummary::
:toctree: _autosummary

Expand All @@ -73,8 +69,6 @@ Transformations
----------------------

.. automodule:: flax.linen.transforms
.. currentmodule:: flax.linen

.. autosummary::
:toctree: _autosummary

Expand All @@ -95,8 +89,6 @@ Metadata
----------------------

.. automodule:: flax.linen.meta
.. currentmodule:: flax.linen

.. autosummary::
:toctree: _autosummary

Expand Down Expand Up @@ -146,25 +138,66 @@ Pooling
pool


Initializers
------------------------

.. automodule:: flax.linen.initializers
.. autosummary::
:toctree: _autosummary

constant
delta_orthogonal
glorot_normal
glorot_uniform
he_normal
he_uniform
kaiming_normal
kaiming_uniform
lecun_normal
lecun_uniform
normal
ones
orthogonal
uniform
standardize
variance_scaling
xavier_normal
xavier_uniform
zeros


Activation functions
------------------------

.. automodule:: flax.linen.activation
.. autosummary::
:toctree: _autosummary

PReLU
celu
elu
gelu
glu
hard_sigmoid
hard_silu
hard_swish
hard_tanh
leaky_relu
log_sigmoid
log_softmax
logsumexp
one_hot
relu
relu6 as relu6,
selu
sigmoid
silu
soft_sign
softmax
softplus
standardize
swish
PReLU
tanh


Combinators
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1 change: 1 addition & 0 deletions flax/linen/__init__.py
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Expand Up @@ -41,6 +41,7 @@
soft_sign as soft_sign,
softmax as softmax,
softplus as softplus,
standardize as standardize,
swish as swish,
tanh as tanh
)
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1 change: 1 addition & 0 deletions flax/linen/activation.py
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Expand Up @@ -44,6 +44,7 @@
from jax.nn import soft_sign
from jax.nn import softmax
from jax.nn import softplus
from jax.nn import standardize
from jax.nn import swish
import jax.numpy as jnp
from jax.numpy import tanh
Expand Down