NNFS
Neural network library from scratch
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Here is a list of all class members with links to the classes they belong to:
- _ -
_current_lr :
NNFS::Optimizer
_decay :
NNFS::Optimizer
_forward_input :
NNFS::Activation
_forward_output :
NNFS::Softmax
_iterations :
NNFS::Optimizer
_lr :
NNFS::Optimizer
- a -
accuracy() :
NNFS::Metrics
,
NNFS::NeuralNetwork
Activation() :
NNFS::Activation
activation_type :
NNFS::Activation
adagrad :
AdagradTest
Adagrad() :
NNFS::Adagrad
adam :
AdamTest
Adam() :
NNFS::Adam
add_layer() :
NNFS::NeuralNetwork
- b -
backward() :
NNFS::CCE
,
NNFS::CCESoftmax
,
NNFS::Dense
,
NNFS::Layer
,
NNFS::Loss
,
NNFS::ReLU
,
NNFS::Sigmoid
,
NNFS::Softmax
,
NNFS::Tanh
beta1 :
AdamTest
beta2 :
AdamTest
biases() :
NNFS::Dense
biases_optimizer() :
NNFS::Dense
biases_optimizer_additional() :
NNFS::Dense
- c -
calculate() :
NNFS::Loss
Canvas() :
Canvas
CCE() :
NNFS::CCE
cce_ :
CCESoftmaxTest
,
CCETest
cce_softmax_ :
CCESoftmaxTest
CCESoftmax() :
NNFS::CCESoftmax
clearImage() :
Canvas
compile() :
NNFS::NeuralNetwork
current_lr() :
NNFS::Optimizer
- d -
dbiases() :
NNFS::Dense
decay :
AdagradTest
,
AdamTest
,
OptimizerTest
,
RMSpropTest
,
SGDTest
Dense() :
NNFS::Dense
dense_ :
DenseTest
dweights() :
NNFS::Dense
- e -
epsilon :
AdagradTest
,
AdamTest
,
RMSpropTest
equation() :
NNFS::Softmax
eventFilter() :
Paint
- f -
fit() :
NNFS::Model
,
NNFS::NeuralNetwork
forward() :
NNFS::CCE
,
NNFS::CCESoftmax
,
NNFS::Dense
,
NNFS::Layer
,
NNFS::Loss
,
NNFS::ReLU
,
NNFS::Sigmoid
,
NNFS::Softmax
,
NNFS::Tanh
- g -
getMatrix() :
Canvas
- i -
input_size :
AdagradTest
,
AdamTest
,
RMSpropTest
,
SGDTest
isDrawing() :
Canvas
iterations() :
NNFS::Optimizer
- l -
l1_biases_regularizer() :
NNFS::Dense
l1_weights_regularizer() :
NNFS::Dense
l2_biases_regularizer() :
NNFS::Dense
l2_weights_regularizer() :
NNFS::Dense
layer :
AdagradTest
,
AdamTest
Layer() :
NNFS::Layer
layer :
RMSpropTest
,
SGDTest
load() :
NNFS::NeuralNetwork
Loss() :
NNFS::Loss
lr :
AdagradTest
,
AdamTest
,
OptimizerTest
,
RMSpropTest
,
SGDTest
- m -
metrics_ :
MetricsTest
momentum :
SGDTest
mouseMoveEvent() :
Canvas
mousePressEvent() :
Canvas
mouseReleaseEvent() :
Canvas
- n -
NeuralNetwork() :
NNFS::NeuralNetwork
- o -
onehotdecode() :
NNFS::Metrics
Optimizer() :
NNFS::Optimizer
optimizer :
OptimizerTest
output_size :
AdagradTest
,
AdamTest
,
RMSpropTest
,
SGDTest
- p -
Paint() :
Paint
parameters() :
NNFS::Dense
post_update_params() :
NNFS::Optimizer
pre_update_params() :
NNFS::Optimizer
predict() :
NNFS::NeuralNetwork
- r -
regularization_loss() :
NNFS::Loss
ReLU() :
NNFS::ReLU
ReLU_ :
ReLUTest
restartCanvas() :
Canvas
rho :
RMSpropTest
RMSProp() :
NNFS::RMSProp
rmsprop :
RMSpropTest
- s -
save() :
NNFS::NeuralNetwork
SetUp() :
AdagradTest
,
AdamTest
,
OptimizerTest
,
RMSpropTest
,
SGDTest
SGD() :
NNFS::SGD
sgd :
SGDTest
shape() :
NNFS::Dense
Sigmoid() :
NNFS::Sigmoid
Sigmoid_ :
SigmoidTest
Softmax() :
NNFS::Softmax
softmax_ :
CCESoftmaxTest
Softmax_ :
SoftmaxTest
softmax_out() :
NNFS::CCESoftmax
- t -
Tanh() :
NNFS::Tanh
Tanh_ :
TanhTest
TearDown() :
AdagradTest
,
AdamTest
,
OptimizerTest
,
RMSpropTest
,
SGDTest
type :
NNFS::Layer
,
NNFS::Loss
- u -
update_params() :
NNFS::Adagrad
,
NNFS::Adam
,
NNFS::Optimizer
,
NNFS::RMSProp
,
NNFS::SGD
- w -
weights() :
NNFS::Dense
weights_optimizer() :
NNFS::Dense
weights_optimizer_additional() :
NNFS::Dense
- ~ -
~Layer() :
NNFS::Layer
~Loss() :
NNFS::Loss
~Model() :
NNFS::Model
~Optimizer() :
NNFS::Optimizer
~Paint() :
Paint
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