Index

_

__init__() (Activation method) (AdaGrad method) (Adam method) (Batch method) (BatchIterator method) (BatchNormalization method) (CategoricalCrossEntropy method) (Conv2D method) (DataIterator method) (DataLoader method) (DataLoaderBase method) (Dense method) (Dropout method) (Flatten method) (HeWeightInitializer method) (ImageLoader method) (Input method) (Layer method) (LeakyRelu method) (Linear method) (Loss method) (MaxPool2D method) (Model method) (MSE method) (NestovMomentum method) (NeuralNet method) (OnesWeightInitializer method) (Optimizer method) (ProgressBar method) (RandomUniformWeightInitializer method) (RandomWeightInitializer method) (Relu method) (SGD method) (Sigmoid method) (Softmax method) (Softplus method) (Tanh method) (WeightInitializer method) (XavierNormalWeightInitializer method) (XavierUniformWeightInitializer method) (ZerosWeightInitializer method)

A

accuracy() (in module bluebird.metrics) Activation (class in bluebird.activations.activation)

AdaGrad (class in bluebird.optimizers.adagrad) Adam (class in bluebird.optimizers.adam)

B

backward() (Activation method) (BatchNormalization method) (Conv2D method) (Dense method) (Dropout method) (Flatten method) (Input method) (Layer method) (LeakyRelu method) (Linear method) (MaxPool2D method) (Model method) (NeuralNet method) (Relu method) (Sigmoid method) (Softmax method) (Softplus method) (Tanh method) Batch (class in bluebird.data) BatchIterator (class in bluebird.data) BatchNormalization (class in bluebird.layers.batchnormalization) bluebird module bluebird.activations module bluebird.activations.activation module bluebird.activations.leakyrelu module bluebird.activations.relu module bluebird.activations.sigmoid module bluebird.activations.softmax module bluebird.activations.softplus module bluebird.activations.tanh module bluebird.data module bluebird.dataloader module bluebird.dataloader.dataloader module bluebird.dataloader.dataloaderbase module bluebird.dataloader.imageloader module bluebird.datasets module bluebird.datasets.mnist module bluebird.exceptions module bluebird.layers module bluebird.layers.batchnormalization module bluebird.layers.conv2d module bluebird.layers.dense module bluebird.layers.dropout module bluebird.layers.flatten module

bluebird.layers.input module bluebird.layers.layer module bluebird.layers.linear module bluebird.layers.maxpool2d module bluebird.loss module bluebird.loss.categorical_cross_entropy module bluebird.loss.loss module bluebird.loss.MSE module bluebird.loss.mse module bluebird.metrics module bluebird.nn module bluebird.optimizers module bluebird.optimizers.adagrad module bluebird.optimizers.adam module bluebird.optimizers.nestov_momentum module bluebird.optimizers.optimizer module bluebird.optimizers.sgd module bluebird.progress_tracker module bluebird.regularizators module bluebird.tensor module bluebird.utils module bluebird.weight_initializers module build() (Activation method) (AdaGrad method) (Adam method) (BatchNormalization method) (Conv2D method) (Dense method) (Dropout method) (Flatten method) (Input method) (Layer method) (LeakyRelu method) (Linear method) (MaxPool2D method) (Model method) (NestovMomentum method) (NeuralNet method) (Optimizer method) (Relu method) (SGD method) (Sigmoid method) (Softmax method) (Softplus method) (Tanh method)

C

CategoricalCrossEntropy (class in bluebird.loss.categorical_cross_entropy) clip() (in module bluebird.utils)

Conv2D (class in bluebird.layers.conv2d) count() (Batch method) create_mask() (MaxPool2D method)

D

DataIterator (class in bluebird.data) DataLoader (class in bluebird.dataloader.dataloader)

DataLoaderBase (class in bluebird.dataloader.dataloaderbase) Dense (class in bluebird.layers.dense) Dropout (class in bluebird.layers.dropout)

F

fit() (Model method) (NeuralNet method) fix_overflow() (in module bluebird.utils) Flatten (class in bluebird.layers.flatten) forward() (Activation method) (BatchNormalization method) (Conv2D method) (Dense method) (Dropout method) (Flatten method) (Input method) (Layer method) (LeakyRelu method) (Linear method) (MaxPool2D method) (Model method) (NeuralNet method) (Relu method) (Sigmoid method) (Softmax method) (Softplus method) (Tanh method)

G

get_layers() (Model method) (NeuralNet method) get_params() (Activation method) (BatchNormalization method) (Conv2D method) (Dense method) (Dropout method) (Flatten method) (Input method) (Layer method) (LeakyRelu method) (Linear method) (MaxPool2D method) (Relu method) (Sigmoid method) (Softmax method) (Softplus method) (Tanh method)

get_params_and_grads() (Model method) (NeuralNet method) grad() (CategoricalCrossEntropy method) (Loss method) (MSE method) grad_clip() (in module bluebird.utils)

H

HeWeightInitializer (class in bluebird.weight_initializers)

I

ImageLoader (class in bluebird.dataloader.imageloader) index() (Batch method) init() (HeWeightInitializer method) (OnesWeightInitializer method) (RandomUniformWeightInitializer method) (RandomWeightInitializer method) (WeightInitializer method) (XavierNormalWeightInitializer method) (XavierUniformWeightInitializer method) (ZerosWeightInitializer method)

Input (class in bluebird.layers.input) inputs() (Batch property)

L

Layer (class in bluebird.layers.layer) leaky_relu() (in module bluebird.activations.leakyrelu) leaky_relu_prime() (in module bluebird.activations.leakyrelu) LeakyRelu (class in bluebird.activations.leakyrelu) Linear (class in bluebird.layers.linear) load() (Model method) (NeuralNet method)

load_data() (in module bluebird.datasets.mnist) Loss (class in bluebird.loss.loss) loss() (CategoricalCrossEntropy method) (Loss method) (MSE method)

M

MaxPool2D (class in bluebird.layers.maxpool2d) Model (class in bluebird.nn) module bluebird bluebird.activations bluebird.activations.activation bluebird.activations.leakyrelu bluebird.activations.relu bluebird.activations.sigmoid bluebird.activations.softmax bluebird.activations.softplus bluebird.activations.tanh bluebird.data bluebird.dataloader bluebird.dataloader.dataloader bluebird.dataloader.dataloaderbase bluebird.dataloader.imageloader bluebird.datasets bluebird.datasets.mnist bluebird.exceptions bluebird.layers bluebird.layers.batchnormalization bluebird.layers.conv2d bluebird.layers.dense bluebird.layers.dropout bluebird.layers.flatten bluebird.layers.input bluebird.layers.layer bluebird.layers.linear bluebird.layers.maxpool2d bluebird.loss bluebird.loss.categorical_cross_entropy bluebird.loss.loss bluebird.loss.MSE bluebird.loss.mse bluebird.metrics bluebird.nn bluebird.optimizers bluebird.optimizers.adagrad bluebird.optimizers.adam bluebird.optimizers.nestov_momentum bluebird.optimizers.optimizer bluebird.optimizers.sgd bluebird.progress_tracker bluebird.regularizators bluebird.tensor bluebird.utils bluebird.weight_initializers

MSE (class in bluebird.loss.mse)

N

NestovMomentum (class in bluebird.optimizers.nestov_momentum)

NeuralNet (class in bluebird.nn)

O

OnesWeightInitializer (class in bluebird.weight_initializers)

Optimizer (class in bluebird.optimizers.optimizer)

P

predict() (Model method) (NeuralNet method)

preload() (ImageLoader method) print_bar() (ProgressBar method) ProgressBar (class in bluebird.progress_tracker)

R

RandomUniformWeightInitializer (class in bluebird.weight_initializers) RandomWeightInitializer (class in bluebird.weight_initializers) Relu (class in bluebird.activations.relu)

relu() (in module bluebird.activations.relu) relu_prime() (in module bluebird.activations.relu) remove_zero_padding() (Conv2D method)

S

save() (Model method) (NeuralNet method) SGD (class in bluebird.optimizers.sgd) Sigmoid (class in bluebird.activations.sigmoid) sigmoid() (in module bluebird.activations.sigmoid) sigmoid_prime() (in module bluebird.activations.sigmoid) Softmax (class in bluebird.activations.softmax) softmax() (in module bluebird.activations.softmax) softmax_prime() (in module bluebird.activations.softmax) Softplus (class in bluebird.activations.softplus) softplus() (in module bluebird.activations.softplus)

softplus_prime() (in module bluebird.activations.softplus) step() (AdaGrad method) (Adam method) (Conv2D method) (Model method) (NestovMomentum method) (NeuralNet method) (Optimizer method) (SGD method) summary() (Model method) (NeuralNet method)

T

Tanh (class in bluebird.activations.tanh) tanh() (in module bluebird.activations.tanh)

tanh_prime() (in module bluebird.activations.tanh) targets() (Batch property) TypeException

W

WeightInitializer (class in bluebird.weight_initializers)

X

XavierNormalWeightInitializer (class in bluebird.weight_initializers)

XavierUniformWeightInitializer (class in bluebird.weight_initializers)

Z

zero_padding() (Conv2D method)

ZerosWeightInitializer (class in bluebird.weight_initializers)