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__init__.py
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# Copyright 2019 DeepMind Technologies Limited. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Haiku is a neural network library for JAX."""
from haiku import data_structures
from haiku import experimental
from haiku import initializers
from haiku import nets
from haiku import pad
from haiku import testing
from haiku._src.attention import MultiHeadAttention
from haiku._src.base import get_parameter
from haiku._src.base import get_state
from haiku._src.base import maybe_next_rng_key
from haiku._src.base import next_rng_key
from haiku._src.base import next_rng_keys
from haiku._src.base import PRNGSequence
from haiku._src.base import reserve_rng_keys
from haiku._src.base import set_state
from haiku._src.base import with_rng
from haiku._src.basic import BatchApply
from haiku._src.basic import dropout
from haiku._src.basic import expand_apply
from haiku._src.basic import Linear
from haiku._src.basic import multinomial
from haiku._src.basic import one_hot
from haiku._src.basic import Sequential
from haiku._src.basic import to_module
from haiku._src.batch_norm import BatchNorm
from haiku._src.bias import Bias
from haiku._src.conv import Conv1D
from haiku._src.conv import Conv1DTranspose
from haiku._src.conv import Conv2D
from haiku._src.conv import Conv2DTranspose
from haiku._src.conv import Conv3D
from haiku._src.conv import Conv3DTranspose
from haiku._src.conv import ConvND
from haiku._src.conv import ConvNDTranspose
from haiku._src.depthwise_conv import DepthwiseConv2D
from haiku._src.depthwise_conv import SeparableDepthwiseConv2D
from haiku._src.embed import Embed
from haiku._src.embed import EmbedLookupStyle
from haiku._src.group_norm import GroupNorm
from haiku._src.layer_norm import InstanceNorm
from haiku._src.layer_norm import LayerNorm
from haiku._src.module import Module
from haiku._src.module import transparent
from haiku._src.moving_averages import EMAParamsTree
from haiku._src.moving_averages import ExponentialMovingAverage
from haiku._src.pool import avg_pool
from haiku._src.pool import AvgPool
from haiku._src.pool import max_pool
from haiku._src.pool import MaxPool
from haiku._src.recurrent import Conv1DLSTM
from haiku._src.recurrent import Conv2DLSTM
from haiku._src.recurrent import Conv3DLSTM
from haiku._src.recurrent import deep_rnn_with_skip_connections
from haiku._src.recurrent import DeepRNN
from haiku._src.recurrent import dynamic_unroll
from haiku._src.recurrent import GRU
from haiku._src.recurrent import IdentityCore
from haiku._src.recurrent import LSTM
from haiku._src.recurrent import LSTMState
from haiku._src.recurrent import ResetCore
from haiku._src.recurrent import RNNCore
from haiku._src.recurrent import static_unroll
from haiku._src.recurrent import VanillaRNN
from haiku._src.reshape import Flatten
from haiku._src.reshape import Reshape
from haiku._src.spectral_norm import SNParamsTree
from haiku._src.spectral_norm import SpectralNorm
from haiku._src.stateful import cond
from haiku._src.stateful import eval_shape
from haiku._src.stateful import fori_loop
from haiku._src.stateful import grad
from haiku._src.stateful import jit
from haiku._src.stateful import remat
from haiku._src.stateful import scan
from haiku._src.stateful import switch
from haiku._src.stateful import value_and_grad
from haiku._src.stateful import vmap
from haiku._src.stateful import while_loop
from haiku._src.transform import running_init
from haiku._src.transform import transform
from haiku._src.transform import transform_with_state
from haiku._src.transform import Transformed
from haiku._src.transform import TransformedWithState
from haiku._src.transform import without_apply_rng
from haiku._src.transform import without_state
from haiku._src.typing import Params
from haiku._src.typing import State
__version__ = "0.0.4.dev"
__all__ = (
"AvgPool",
"BatchApply",
"BatchNorm",
"Bias",
"Conv1D",
"Conv1DLSTM",
"Conv1DTranspose",
"Conv2D",
"Conv2DLSTM",
"Conv2DTranspose",
"Conv3D",
"Conv3DLSTM",
"Conv3DTranspose",
"ConvND",
"ConvNDTranspose",
"DeepRNN",
"DepthwiseConv2D",
"EMAParamsTree",
"Embed",
"EmbedLookupStyle",
"ExponentialMovingAverage",
"Flatten",
"GRU",
"GroupNorm",
"IdentityCore",
"InstanceNorm",
"LSTM",
"LSTMState",
"LayerNorm",
"Linear",
"MaxPool",
"Module",
"MultiHeadAttention",
"PRNGSequence",
"Params",
"RNNCore",
"ResetCore",
"Reshape",
"SNParamsTree",
"Sequential",
"SpectralNorm",
"State",
"Transformed",
"TransformedWithState",
"VanillaRNN",
"avg_pool",
"cond",
"eval_shape",
"data_structures",
"deep_rnn_with_skip_connections",
"dropout",
"dynamic_unroll",
"expand_apply",
"fori_loop",
"get_parameter",
"get_state",
"grad",
"initializers",
"jit",
"max_pool",
"maybe_next_rng_key",
"multinomial",
"nets",
"next_rng_key",
"next_rng_keys",
"one_hot",
"pad",
"remat",
"reserve_rng_keys",
"running_init",
"scan",
"set_state",
"static_unroll",
"switch",
"testing",
"to_module",
"transform",
"transform_with_state",
"transparent",
"value_and_grad",
"vmap",
"while_loop",
"with_rng",
"without_apply_rng",
"without_state",
)
# _________________________________________
# / Please don't use symbols in `_src` they \
# \ are not part of the Haiku public API. /
# -----------------------------------------
# \ ^__^
# \ (oo)\_______
# (__)\ )\/\
# ||----w |
# || ||
#
try:
del _src # pylint: disable=undefined-variable
except NameError:
pass