Index

_ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V | Z

_

__default_values__ (brainstorm.describable.Describable attribute)
__delattr__ (brainstorm.handlers.base_handler.Handler attribute)
__describe__() (brainstorm.describable.Describable method), [1]
__format__() (brainstorm.handlers.base_handler.Handler method)
__getattribute__ (brainstorm.handlers.base_handler.Handler attribute)
__hash__ (brainstorm.handlers.base_handler.Handler attribute)
__init__() (brainstorm.training.trainer.Trainer method)
__init_from_description__() (brainstorm.describable.Describable method), [1]
__new_from_description__() (brainstorm.describable.Describable class method)
__reduce__() (brainstorm.handlers.base_handler.Handler method)
__reduce_ex__() (brainstorm.handlers.base_handler.Handler method)
__repr__ (brainstorm.handlers.base_handler.Handler attribute)
__setattr__ (brainstorm.handlers.base_handler.Handler attribute)
__sizeof__() (brainstorm.handlers.base_handler.Handler method)
__str__ (brainstorm.handlers.base_handler.Handler attribute)
__undescribed__ (brainstorm.describable.Describable attribute)

A

abs_t() (brainstorm.handlers.base_handler.Handler method)
add_hook() (brainstorm.training.trainer.Trainer method)
add_into_if() (brainstorm.handlers.base_handler.Handler method)
add_mv() (brainstorm.handlers.base_handler.Handler method)
add_st() (brainstorm.handlers.base_handler.Handler method)
add_tt() (brainstorm.handlers.base_handler.Handler method)
AddGaussianNoise (class in brainstorm.data_iterators)
AddSaltNPepper (class in brainstorm.data_iterators)
allocate() (brainstorm.handlers.base_handler.Handler method)
array_type (brainstorm.scorers.Handler attribute)
ArrayInitializer (class in brainstorm.initializers)
avgpool2d_backward_batch() (brainstorm.handlers.base_handler.Handler method)
avgpool2d_forward_batch() (brainstorm.handlers.base_handler.Handler method)

B

backward_pass() (brainstorm.structure.network.Network method)
binarize_v() (brainstorm.handlers.base_handler.Handler method)
brainstorm.data_iterators (module)
brainstorm.describable (module)
brainstorm.hooks (module)
brainstorm.initializers (module)
brainstorm.scorers (module)
brainstorm.tools (module)
brainstorm.value_modifiers (module)
broadcast_t() (brainstorm.handlers.base_handler.Handler method)

C

clip_t() (brainstorm.handlers.base_handler.Handler method)
ClipValues (class in brainstorm.value_modifiers)
ConstrainL2Norm (class in brainstorm.value_modifiers)
context (brainstorm.scorers.Handler attribute)
conv2d_backward_batch() (brainstorm.handlers.base_handler.Handler method)
conv2d_forward_batch() (brainstorm.handlers.base_handler.Handler method)
copy_to() (brainstorm.handlers.base_handler.Handler method)
copy_to_if() (brainstorm.handlers.base_handler.Handler method)
create_from_description() (in module brainstorm.describable)
create_from_numpy() (brainstorm.handlers.base_handler.Handler method)
create_net_from_spec() (in module brainstorm.tools)

D

data_shapes (brainstorm.data_iterators.DataIterator attribute)
DataIterator (class in brainstorm.data_iterators)
DenseSqrtFanIn (class in brainstorm.initializers)
DenseSqrtFanInOut (class in brainstorm.initializers)
Describable (class in brainstorm.describable)
divide_mv() (brainstorm.handlers.base_handler.Handler method)
divide_tt() (brainstorm.handlers.base_handler.Handler method)
dot_add_mm() (brainstorm.handlers.base_handler.Handler method)
dot_mm() (brainstorm.handlers.base_handler.Handler method)
draw_network() (in module brainstorm.tools)
dtype (brainstorm.scorers.Handler attribute)

E

EarlyStopper (class in brainstorm.hooks)
EchoState (class in brainstorm.initializers)
EMPTY (brainstorm.scorers.Handler attribute)
evaluate() (in module brainstorm.tools)
extract() (in module brainstorm.tools)
extract_and_save() (in module brainstorm.tools)

F

fill() (brainstorm.handlers.base_handler.Handler method)
fill_gaussian() (brainstorm.handlers.base_handler.Handler method)
fill_if() (brainstorm.handlers.base_handler.Handler method)
Flip (class in brainstorm.data_iterators)
forward_pass() (brainstorm.structure.network.Network method)
FreezeValues (class in brainstorm.value_modifiers)
from_architecture() (brainstorm.structure.network.Network class method)
from_hdf5() (brainstorm.structure.network.Network class method)
from_layer() (brainstorm.structure.network.Network class method)

G

Gaussian (class in brainstorm.initializers)
generate_probability_mask() (brainstorm.handlers.base_handler.Handler method)
get() (brainstorm.structure.network.Network method)
get_context() (brainstorm.structure.network.Network method)
get_description() (in module brainstorm.describable)
get_in_out_layers() (in module brainstorm.tools)
get_input() (brainstorm.structure.network.Network method)
get_loss_values() (brainstorm.structure.network.Network method)
get_numpy_copy() (brainstorm.handlers.base_handler.Handler method)

H

Handler (class in brainstorm.handlers.base_handler)

I

Identity (class in brainstorm.initializers)
index_m_by_v() (brainstorm.handlers.base_handler.Handler method)
InfoUpdater (class in brainstorm.hooks)
initialize() (brainstorm.structure.network.Network method)
is_fully_finite() (brainstorm.handlers.base_handler.Handler method)

L

L1Decay (class in brainstorm.value_modifiers)
L2Decay (class in brainstorm.value_modifiers)
length (brainstorm.data_iterators.DataIterator attribute)
log_t() (brainstorm.handlers.base_handler.Handler method)
LstmOptInit (class in brainstorm.initializers)

M

MaskValues (class in brainstorm.value_modifiers)
maxpool2d_backward_batch() (brainstorm.handlers.base_handler.Handler method)
maxpool2d_forward_batch() (brainstorm.handlers.base_handler.Handler method)
merge_tt() (brainstorm.handlers.base_handler.Handler method)
Minibatches (class in brainstorm.data_iterators)
ModifyStepperAttribute (class in brainstorm.hooks)
modulo_tt() (brainstorm.handlers.base_handler.Handler method)
MonitorLayerDeltas (class in brainstorm.hooks)
MonitorLayerGradients (class in brainstorm.hooks)
MonitorLayerInOuts (class in brainstorm.hooks)
MonitorLayerParameters (class in brainstorm.hooks)
MonitorLoss (class in brainstorm.hooks)
MonitorScores (class in brainstorm.hooks)
mult_add_st() (brainstorm.handlers.base_handler.Handler method)
mult_add_tt() (brainstorm.handlers.base_handler.Handler method)
mult_mv() (brainstorm.handlers.base_handler.Handler method)
mult_st() (brainstorm.handlers.base_handler.Handler method)
mult_tt() (brainstorm.handlers.base_handler.Handler method)
MultiHot (class in brainstorm.data_iterators)

N

Network (class in brainstorm.structure.network)

O

OneHot (class in brainstorm.data_iterators)
ones() (brainstorm.handlers.base_handler.Handler method)
Orthogonal (class in brainstorm.initializers)

P

Pad (class in brainstorm.data_iterators)
print_network_info() (in module brainstorm.tools)
ProgressBar (class in brainstorm.hooks)
provide_external_data() (brainstorm.structure.network.Network method)

R

RandomCrop (class in brainstorm.data_iterators)
RandomWalk (class in brainstorm.initializers)
rel() (brainstorm.handlers.base_handler.Handler method)
rel_deriv() (brainstorm.handlers.base_handler.Handler method)
rnd (brainstorm.scorers.Handler attribute)

S

save_as_hdf5() (brainstorm.structure.network.Network method)
SaveBestNetwork (class in brainstorm.hooks)
SaveLogs (class in brainstorm.hooks)
SaveNetwork (class in brainstorm.hooks)
set_from_numpy() (brainstorm.handlers.base_handler.Handler method)
set_gradient_modifiers() (brainstorm.structure.network.Network method)
set_handler() (brainstorm.structure.network.Network method)
set_weight_modifiers() (brainstorm.structure.network.Network method)
sigmoid() (brainstorm.handlers.base_handler.Handler method)
sigmoid_deriv() (brainstorm.handlers.base_handler.Handler method)
sign_t() (brainstorm.handlers.base_handler.Handler method)
softmax_m() (brainstorm.handlers.base_handler.Handler method)
SparseInputs (class in brainstorm.initializers)
SparseOutputs (class in brainstorm.initializers)
split_add_tt() (brainstorm.handlers.base_handler.Handler method)
sqrt_t() (brainstorm.handlers.base_handler.Handler method)
StopAfterEpoch (class in brainstorm.hooks)
StopAfterThresholdReached (class in brainstorm.hooks)
StopOnNan (class in brainstorm.hooks)
StopOnSigQuit (class in brainstorm.hooks)
subtract_mv() (brainstorm.handlers.base_handler.Handler method)
subtract_tt() (brainstorm.handlers.base_handler.Handler method)
sum_t() (brainstorm.handlers.base_handler.Handler method)

T

tanh() (brainstorm.handlers.base_handler.Handler method)
tanh_deriv() (brainstorm.handlers.base_handler.Handler method)
train() (brainstorm.training.trainer.Trainer method)
Trainer (class in brainstorm.training.trainer)

U

Undivided (class in brainstorm.data_iterators)
Uniform (class in brainstorm.initializers)

V

ValueModifier (class in brainstorm.value_modifiers)

Z

zeros() (brainstorm.handlers.base_handler.Handler method)