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1. ConX Neural Networks
2. Getting Started with ConX
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Z
A
acc() (conx.network.Network method)
ActivationLayer (class in conx.layers)
ActivityRegularizationLayer (class in conx.layers)
add() (conx.network.Network method)
add_loss() (conx.network.Network method)
AdditionLayer (in module conx.layers)
AddLayer (class in conx.layers)
all_same() (in module conx.utils)
AlphaDropoutLayer (class in conx.layers)
append() (conx.dataset.Dataset method)
append_bank() (conx.dataset.DataVector method)
append_by_function() (conx.dataset.Dataset method)
append_random() (conx.dataset.Dataset method)
apply() (conx.utils.Experiment method)
argmax() (in module conx.utils)
argmin() (in module conx.utils)
array_to_image() (in module conx.utils)
as_sum() (in module conx.network)
atype() (in module conx.utils)
audio (conx.widgets.CameraWidget attribute)
autoname() (in module conx.utils)
AverageLayer (class in conx.layers)
AveragePooling1DLayer (class in conx.layers)
AveragePooling2DLayer (class in conx.layers)
AveragePooling3DLayer (class in conx.layers)
AvgPool1DLayer (class in conx.layers)
AvgPool2DLayer (class in conx.layers)
AvgPool3DLayer (class in conx.layers)
B
BatchNormalizationLayer (class in conx.layers)
BidirectionalLayer (class in conx.layers)
binary() (in module conx.utils)
binary_to_int() (in module conx.utils)
build_model() (conx.network.Network method)
build_struct() (conx.network.Network method)
C
CameraWidget (class in conx.widgets)
change_select() (conx.widgets.Dashboard method)
choice() (in module conx.utils)
chop() (conx.dataset.Dataset method)
(conx.dataset.VirtualDataset method)
CLASS (conx.layers.ActivationLayer attribute)
(conx.layers.ActivityRegularizationLayer attribute)
(conx.layers.AddLayer attribute)
(conx.layers.AlphaDropoutLayer attribute)
(conx.layers.AverageLayer attribute)
(conx.layers.AveragePooling1DLayer attribute)
(conx.layers.AveragePooling2DLayer attribute)
(conx.layers.AveragePooling3DLayer attribute)
(conx.layers.AvgPool1DLayer attribute)
(conx.layers.AvgPool2DLayer attribute)
(conx.layers.AvgPool3DLayer attribute)
(conx.layers.BatchNormalizationLayer attribute)
(conx.layers.BidirectionalLayer attribute)
(conx.layers.ConcatenateLayer attribute)
(conx.layers.Conv1DLayer attribute)
(conx.layers.Conv2DLayer attribute)
(conx.layers.Conv2DTransposeLayer attribute)
(conx.layers.Conv3DLayer attribute)
(conx.layers.Conv3DTransposeLayer attribute)
(conx.layers.ConvLSTM2DCellLayer attribute)
(conx.layers.ConvLSTM2DLayer attribute)
(conx.layers.ConvRNN2DLayer attribute)
(conx.layers.ConvRecurrent2DLayer attribute)
(conx.layers.Convolution1DLayer attribute)
(conx.layers.Convolution2DLayer attribute)
(conx.layers.Convolution2DTransposeLayer attribute)
(conx.layers.Convolution3DLayer attribute)
(conx.layers.Cropping1DLayer attribute)
(conx.layers.Cropping2DLayer attribute)
(conx.layers.Cropping3DLayer attribute)
(conx.layers.CuDNNGRULayer attribute)
(conx.layers.CuDNNLSTMLayer attribute)
(conx.layers.Deconv2DLayer attribute)
(conx.layers.Deconv3DLayer attribute)
(conx.layers.Deconvolution2DLayer attribute)
(conx.layers.Deconvolution3DLayer attribute)
(conx.layers.DepthwiseConv2DLayer attribute)
(conx.layers.DotLayer attribute)
(conx.layers.DropoutLayer attribute)
(conx.layers.ELULayer attribute)
(conx.layers.FlattenLayer attribute)
(conx.layers.GRUCellLayer attribute)
(conx.layers.GRULayer attribute)
(conx.layers.GaussianDropoutLayer attribute)
(conx.layers.GaussianNoiseLayer attribute)
(conx.layers.GlobalAveragePooling1DLayer attribute)
(conx.layers.GlobalAveragePooling2DLayer attribute)
(conx.layers.GlobalAveragePooling3DLayer attribute)
(conx.layers.GlobalAvgPool1DLayer attribute)
(conx.layers.GlobalAvgPool2DLayer attribute)
(conx.layers.GlobalAvgPool3DLayer attribute)
(conx.layers.GlobalMaxPool1DLayer attribute)
(conx.layers.GlobalMaxPool2DLayer attribute)
(conx.layers.GlobalMaxPool3DLayer attribute)
(conx.layers.GlobalMaxPooling1DLayer attribute)
(conx.layers.GlobalMaxPooling2DLayer attribute)
(conx.layers.GlobalMaxPooling3DLayer attribute)
(conx.layers.HighwayLayer attribute)
(conx.layers.InputLayerLayer attribute)
(conx.layers.LSTMCellLayer attribute)
(conx.layers.LSTMLayer attribute)
(conx.layers.LambdaLayer attribute)
(conx.layers.Layer attribute)
(conx.layers.LayerLayer attribute)
(conx.layers.LeakyReLULayer attribute)
(conx.layers.LocallyConnected1DLayer attribute)
(conx.layers.LocallyConnected2DLayer attribute)
(conx.layers.MaskingLayer attribute)
(conx.layers.MaxPool1DLayer attribute)
(conx.layers.MaxPool2DLayer attribute)
(conx.layers.MaxPool3DLayer attribute)
(conx.layers.MaxPooling1DLayer attribute)
(conx.layers.MaxPooling2DLayer attribute)
(conx.layers.MaxPooling3DLayer attribute)
(conx.layers.MaximumLayer attribute)
(conx.layers.MaxoutDenseLayer attribute)
(conx.layers.MinimumLayer attribute)
(conx.layers.MultiplyLayer attribute)
(conx.layers.PReLULayer attribute)
(conx.layers.PermuteLayer attribute)
(conx.layers.RNNLayer attribute)
(conx.layers.ReLULayer attribute)
(conx.layers.RecurrentLayer attribute)
(conx.layers.RepeatVectorLayer attribute)
(conx.layers.ReshapeLayer attribute)
(conx.layers.SeparableConv1DLayer attribute)
(conx.layers.SeparableConv2DLayer attribute)
(conx.layers.SeparableConvolution1DLayer attribute)
(conx.layers.SeparableConvolution2DLayer attribute)
(conx.layers.SimpleRNNCellLayer attribute)
(conx.layers.SimpleRNNLayer attribute)
(conx.layers.SoftmaxLayer attribute)
(conx.layers.SpatialDropout1DLayer attribute)
(conx.layers.SpatialDropout2DLayer attribute)
(conx.layers.SpatialDropout3DLayer attribute)
(conx.layers.StackedRNNCellsLayer attribute)
(conx.layers.SubtractLayer attribute)
(conx.layers.ThresholdedReLULayer attribute)
(conx.layers.UpSampling1DLayer attribute)
(conx.layers.UpSampling2DLayer attribute)
(conx.layers.UpSampling3DLayer attribute)
(conx.layers.WrapperLayer attribute)
(conx.layers.ZeroPadding1DLayer attribute)
(conx.layers.ZeroPadding2DLayer attribute)
(conx.layers.ZeroPadding3DLayer attribute)
clear() (conx.dataset.Dataset method)
clear_session() (in module conx.utils)
close() (conx.dataset.H5Dataset method)
collapse() (in module conx.utils)
compare() (conx.network.StoppingCriteria method)
compile() (conx.dataset.Dataset method)
(conx.network.Network method)
compile_model() (conx.network.Network method)
compute_correct() (conx.network.Network method)
ConcatenateLayer (class in conx.layers)
connect() (conx.network.Network method)
connect_network() (conx.network.Network method)
Conv1DLayer (class in conx.layers)
Conv2DLayer (class in conx.layers)
Conv2DTransposeLayer (class in conx.layers)
Conv3DLayer (class in conx.layers)
Conv3DTransposeLayer (class in conx.layers)
ConvLSTM2DCellLayer (class in conx.layers)
ConvLSTM2DLayer (class in conx.layers)
Convolution1DLayer (class in conx.layers)
Convolution2DLayer (class in conx.layers)
Convolution2DTransposeLayer (class in conx.layers)
Convolution3DLayer (class in conx.layers)
ConvRecurrent2DLayer (class in conx.layers)
ConvRNN2DLayer (class in conx.layers)
conx (module)
conx.activations (module)
conx.dataset (module)
conx.layers (module)
conx.network (module)
conx.utils (module)
conx.widgets (module)
copy() (conx.dataset.Dataset method)
count_params() (in module conx.utils)
crop_image() (in module conx.utils)
Cropping1DLayer (class in conx.layers)
Cropping2DLayer (class in conx.layers)
Cropping3DLayer (class in conx.layers)
CuDNNGRULayer (class in conx.layers)
CuDNNLSTMLayer (class in conx.layers)
cxtypes() (in module conx.utils)
D
Dashboard (class in conx.widgets)
dashboard() (conx.network.Network method)
Dataset (class in conx.dataset)
DatasetGenerator (class in conx.dataset)
datasets() (conx.dataset.Dataset method)
DataVector (class in conx.dataset)
Deconv2DLayer (class in conx.layers)
Deconv3DLayer (class in conx.layers)
Deconvolution2DLayer (class in conx.layers)
Deconvolution3DLayer (class in conx.layers)
delete() (conx.network.Network method)
delete_bank() (conx.dataset.DataVector method)
delete_layer() (conx.network.Network method)
DenseLayer (in module conx.layers)
depth() (conx.network.Network method)
DepthwiseConv2DLayer (class in conx.layers)
describe_connection_to() (conx.network.Network method)
display_component() (conx.network.Network method)
DotLayer (class in conx.layers)
download() (in module conx.utils)
DropoutLayer (class in conx.layers)
dynamic_pictures() (in module conx.utils)
dynamic_pictures_check() (in module conx.utils)
dynamic_pictures_send() (in module conx.utils)
E
elu() (in module conx.activations)
ELULayer (class in conx.layers)
EmbeddingLayer (class in conx.layers)
ERROR_FUNCTIONS (conx.network.Network attribute)
evaluate() (conx.network.Network method)
evaluate_and_label() (conx.network.Network method)
Experiment (class in conx.utils)
F
find_all_paths() (in module conx.utils)
find_dimensions() (in module conx.utils)
find_factors() (in module conx.utils)
find_path() (in module conx.utils)
FlattenLayer (class in conx.layers)
format_collapse() (in module conx.utils)
frange() (in module conx.utils)
from_array() (conx.network.Network method)
FunctionCallback (class in conx.network)
G
GaussianDropoutLayer (class in conx.layers)
GaussianNoiseLayer (class in conx.layers)
get() (conx.dataset.Dataset method)
(conx.network.Network class method)
get_camera_javascript() (in module conx.widgets)
get_colormap() (in module conx.utils)
get_current_input() (conx.widgets.Dashboard method)
get_current_targets() (conx.widgets.Dashboard method)
get_data() (conx.widgets.CameraWidget method)
get_dataset() (conx.network.Network method)
get_device() (in module conx.utils)
get_dim() (in module conx.utils)
get_dtype() (in module conx.utils)
get_error_colormap() (in module conx.utils)
get_form() (in module conx.utils)
get_generator() (conx.dataset.VirtualDataset method)
get_id() (conx.dataset.Dataset method)
get_image() (conx.widgets.CameraWidget method)
get_metric() (conx.network.Network method)
get_metrics() (conx.network.Network method)
get_progress_bar() (in module conx.utils)
get_ranges() (in module conx.utils)
get_shape() (conx.dataset.DataVector method)
(in module conx.utils)
get_symbol() (in module conx.utils)
get_validation_generator() (conx.dataset.VirtualDataset method)
get_weights() (conx.network.Network method)
get_weights_as_image() (conx.network.Network method)
get_weights_from_history() (conx.network.Network method)
gif2mp4() (in module conx.utils)
GlobalAveragePooling1DLayer (class in conx.layers)
GlobalAveragePooling2DLayer (class in conx.layers)
GlobalAveragePooling3DLayer (class in conx.layers)
GlobalAvgPool1DLayer (class in conx.layers)
GlobalAvgPool2DLayer (class in conx.layers)
GlobalAvgPool3DLayer (class in conx.layers)
GlobalMaxPool1DLayer (class in conx.layers)
GlobalMaxPool2DLayer (class in conx.layers)
GlobalMaxPool3DLayer (class in conx.layers)
GlobalMaxPooling1DLayer (class in conx.layers)
GlobalMaxPooling2DLayer (class in conx.layers)
GlobalMaxPooling3DLayer (class in conx.layers)
goto() (conx.widgets.Dashboard method)
(conx.widgets.SequenceViewer method)
GRUCellLayer (class in conx.layers)
GRULayer (class in conx.layers)
H
H5Dataset (class in conx.dataset)
hard_sigmoid() (in module conx.activations)
heatmap() (in module conx.utils)
HighwayLayer (class in conx.layers)
I
image (conx.widgets.CameraWidget attribute)
image() (in module conx.utils)
image_count (conx.widgets.CameraWidget attribute)
image_remove_alpha() (in module conx.utils)
image_resize() (in module conx.utils)
image_to_array() (in module conx.utils)
ImageLayer (class in conx.layers)
import_keras_model() (in module conx.utils)
in_console() (conx.network.Network method)
info() (conx.dataset.Dataset method)
(conx.network.Network method)
initialize() (conx.widgets.SequenceViewer method)
initialize_javascript() (in module conx.utils)
InputLayer (in module conx.layers)
InputLayerLayer (class in conx.layers)
is_array_like() (in module conx.utils)
is_collapsed() (in module conx.utils)
L
LambdaLayer (class in conx.layers)
Layer (class in conx.layers)
LayerLayer (class in conx.layers)
LeakyReLULayer (class in conx.layers)
linear() (in module conx.activations)
load() (conx.dataset.Dataset method)
(conx.network.Network method)
load_config() (conx.network.Network method)
load_data() (in module conx.utils)
load_dataset() (conx.network.Network method)
load_direct() (conx.dataset.Dataset method)
load_from_disk() (conx.dataset.Dataset method)
load_history() (conx.network.Network method)
load_model() (conx.network.Network method)
load_network() (in module conx.network)
load_weights() (conx.network.Network method)
LocallyConnected1DLayer (class in conx.layers)
LocallyConnected2DLayer (class in conx.layers)
LSTMCellLayer (class in conx.layers)
LSTMLayer (class in conx.layers)
M
make_colormap_image() (conx.widgets.Dashboard method)
make_config() (conx.widgets.Dashboard method)
make_controls() (conx.widgets.Dashboard method)
(conx.widgets.SequenceViewer method)
make_image() (conx.layers.ImageLayer method)
make_info() (conx.dataset.Dataset method)
make_keras_function() (conx.layers.AddLayer method)
(conx.layers.AverageLayer method)
(conx.layers.ConcatenateLayer method)
(conx.layers.DotLayer method)
(conx.layers.EmbeddingLayer method)
(conx.layers.LambdaLayer method)
(conx.layers.Layer method)
(conx.layers.MaximumLayer method)
(conx.layers.MultiplyLayer method)
(conx.layers.SubtractLayer method)
make_keras_function_text() (conx.layers.LambdaLayer method)
(conx.layers.Layer method)
make_keras_functions() (conx.layers.AddLayer method)
make_layer() (in module conx.layers)
MaskingLayer (class in conx.layers)
maximum() (in module conx.utils)
MaximumLayer (class in conx.layers)
MaxoutDenseLayer (class in conx.layers)
MaxPool1DLayer (class in conx.layers)
MaxPool2DLayer (class in conx.layers)
MaxPool3DLayer (class in conx.layers)
MaxPooling1DLayer (class in conx.layers)
MaxPooling2DLayer (class in conx.layers)
MaxPooling3DLayer (class in conx.layers)
minimum() (in module conx.utils)
MinimumLayer (class in conx.layers)
move_step() (conx.widgets.Dashboard method)
movie() (conx.network.Network method)
(in module conx.utils)
MultiplicationLayer (in module conx.layers)
MultiplyLayer (class in conx.layers)
N
Network (class in conx.network)
networks() (conx.network.Network method)
O
on_batch_begin() (conx.network.FunctionCallback method)
on_batch_end() (conx.network.FunctionCallback method)
on_connect() (conx.layers.AddLayer method)
(conx.layers.EmbeddingLayer method)
on_epoch_begin() (conx.network.FunctionCallback method)
on_epoch_end() (conx.network.FunctionCallback method)
(conx.network.PlotCallback method)
(conx.network.ReportCallback method)
(conx.network.StoppingCriteria method)
on_train_begin() (conx.network.FunctionCallback method)
on_train_end() (conx.network.FunctionCallback method)
onehot() (in module conx.utils)
OPTIMIZERS (conx.network.Network attribute)
P
PCA (class in conx.utils)
PermuteLayer (class in conx.layers)
pf() (conx.network.Network method)
picture() (conx.network.Network method)
playback() (conx.network.Network method)
plot() (conx.network.Network method)
(conx.utils.Experiment method)
(in module conx.utils)
plot3D() (in module conx.utils)
plot_activation_map() (conx.network.Network method)
plot_f() (in module conx.utils)
plot_layer_weights() (conx.network.Network method)
plot_results() (conx.network.Network method)
PlotCallback (class in conx.network)
pp() (conx.network.Network method)
PReLULayer (class in conx.layers)
print_summary() (conx.layers.Layer method)
process_class_docstring() (in module conx.layers)
process_compile_kwargs() (conx.network.Network method)
progress_bar() (in module conx.utils)
prop_one() (conx.widgets.Dashboard method)
propagate() (conx.network.Network method)
(conx.widgets.Dashboard method)
propagate_from() (conx.network.Network method)
propagate_to() (conx.network.Network method)
propagate_to_features() (conx.network.Network method)
propagate_to_image() (conx.network.Network method)
R
rebuild_config() (conx.network.Network method)
RecurrentLayer (class in conx.layers)
regenerate() (conx.widgets.Dashboard method)
relu() (in module conx.activations)
ReLULayer (class in conx.layers)
RepeatVectorLayer (class in conx.layers)
replace_value() (in module conx.utils)
report_epoch() (conx.network.Network method)
ReportCallback (class in conx.network)
rescale_inputs() (conx.dataset.Dataset method)
rescale_numpy_array() (in module conx.utils)
reset() (conx.dataset.VirtualDataset method)
(conx.network.Network method)
reset_config() (conx.network.Network method)
reshape() (conx.dataset.DataVector method)
(conx.dataset.VirtualDataVector method)
(in module conx.utils)
ReshapeLayer (class in conx.layers)
retrain() (conx.network.Network method)
RNNLayer (class in conx.layers)
run() (conx.utils.Experiment method)
S
save() (conx.network.Network method)
save_config() (conx.network.Network method)
(conx.widgets.Dashboard method)
save_data() (in module conx.utils)
save_dataset() (conx.network.Network method)
save_history() (conx.network.Network method)
save_model() (conx.network.Network method)
save_network() (in module conx.network)
save_to_disk() (conx.dataset.Dataset method)
save_weights() (conx.network.Network method)
saved() (conx.network.Network method)
scale() (conx.utils.PCA method)
(in module conx.utils)
scale_output_for_image() (in module conx.utils)
scatter() (in module conx.utils)
scatter_images() (in module conx.utils)
select() (conx.dataset.DataVector method)
selu() (in module conx.activations)
SeparableConv1DLayer (class in conx.layers)
SeparableConv2DLayer (class in conx.layers)
SeparableConvolution1DLayer (class in conx.layers)
SeparableConvolution2DLayer (class in conx.layers)
SequenceViewer (class in conx.widgets)
set_activation() (conx.network.Network method)
set_attr() (conx.widgets.Dashboard method)
set_colormap() (in module conx.utils)
set_dataset() (conx.network.Network method)
set_error_colormap() (in module conx.utils)
set_inputs_from_function() (conx.dataset.Dataset method)
set_inputs_from_targets() (conx.dataset.Dataset method)
(conx.dataset.VirtualDataset method)
set_labels_from_function() (conx.dataset.Dataset method)
set_progress_bar() (in module conx.utils)
set_random_seed() (in module conx.utils)
set_targets_from_function() (conx.dataset.Dataset method)
set_targets_from_inputs() (conx.dataset.Dataset method)
(conx.dataset.VirtualDataset method)
set_targets_from_labels() (conx.dataset.Dataset method)
(conx.dataset.VirtualDataset method)
set_weights() (conx.network.Network method)
set_weights_from_history() (conx.network.Network method)
shape (conx.dataset.DataVector attribute)
shape() (in module conx.utils)
show_results() (conx.network.Network method)
show_unit_weights() (conx.network.Network method)
shuffle() (conx.dataset.Dataset method)
sigmoid() (in module conx.activations)
SimpleRNNCellLayer (class in conx.layers)
SimpleRNNLayer (class in conx.layers)
slice() (conx.dataset.Dataset method)
softmax() (in module conx.activations)
SoftmaxLayer (class in conx.layers)
softplus() (in module conx.activations)
softsign() (in module conx.activations)
SpatialDropout1DLayer (class in conx.layers)
SpatialDropout2DLayer (class in conx.layers)
SpatialDropout3DLayer (class in conx.layers)
split() (conx.dataset.Dataset method)
StackedRNNCellsLayer (class in conx.layers)
StoppingCriteria (class in conx.network)
SubtractionLayer (in module conx.layers)
SubtractLayer (class in conx.layers)
summary() (conx.dataset.Dataset method)
(conx.network.Network method)
svg_to_image() (in module conx.utils)
T
tanh() (in module conx.activations)
test() (conx.dataset.DataVector method)
test_dataset_ranges() (conx.network.Network method)
ThresholdedReLULayer (class in conx.layers)
to_array() (conx.network.Network method)
to_svg() (conx.network.Network method)
toggle_play() (conx.widgets.Dashboard method)
(conx.widgets.SequenceViewer method)
tolerance (conx.network.Network attribute)
topological_sort() (in module conx.utils)
train() (conx.network.Network method)
train_one() (conx.network.Network method)
transform() (conx.utils.PCA method)
transform_network_bank() (conx.utils.PCA method)
transform_one() (conx.utils.PCA method)
U
update_config() (conx.network.Network method)
update_control_slider() (conx.widgets.Dashboard method)
update_layer() (conx.widgets.Dashboard method)
update_layer_from_config() (conx.network.Network method)
update_layer_selection() (conx.widgets.Dashboard method)
update_position_text() (conx.widgets.Dashboard method)
update_slider_control() (conx.widgets.Dashboard method)
(conx.widgets.SequenceViewer method)
update_zoom_slider() (conx.widgets.Dashboard method)
UpSampling1DLayer (class in conx.layers)
UpSampling2DLayer (class in conx.layers)
UpSampling3DLayer (class in conx.layers)
uri_to_image() (in module conx.utils)
V
valid_shape() (in module conx.utils)
valid_vshape() (in module conx.utils)
Vector (conx.dataset.Dataset attribute)
(conx.dataset.VirtualDataset attribute)
video (conx.widgets.CameraWidget attribute)
view() (in module conx.utils)
view_image() (in module conx.utils)
view_image_list() (in module conx.utils)
view_network() (in module conx.utils)
view_svg() (in module conx.utils)
VirtualDataset (class in conx.dataset)
VirtualDataVector (class in conx.dataset)
visit() (in module conx.utils)
vshape() (conx.network.Network method)
W
warn_once() (conx.dataset.Dataset method)
(conx.network.Network method)
warned() (conx.dataset.Dataset method)
WrapperLayer (class in conx.layers)
Z
ZeroPadding1DLayer (class in conx.layers)
ZeroPadding2DLayer (class in conx.layers)
ZeroPadding3DLayer (class in conx.layers)
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