R: A Deep Dynamic Experimental Self-Organizing Neural Network Framework

# A Deep Dynamic Experimental Self-Organizing Neural Network Framework

## Documentation for package ‘DDESONN’ version 7.1.11

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

arctangent | Activation functions (DDESONN)
arctangent_derivative | Activation derivatives (DDESONN)
bent_identity | Activation functions (DDESONN)
bent_identity_derivative | Activation derivatives (DDESONN)
bent_relu | Activation functions (DDESONN)
bent_relu_derivative | Activation derivatives (DDESONN)
bent_sigmoid | Activation functions (DDESONN)
bent_sigmoid_derivative | Activation derivatives (DDESONN)
bent_swish | Activation functions (DDESONN)
bent_swish_derivative | Activation derivatives (DDESONN)
binary_activation | Activation functions (DDESONN)
binary_activation_derivative | Activation derivatives (DDESONN)
custom_activation | Activation functions (DDESONN)
custom_activation_derivative | Activation derivatives (DDESONN)
custom_bent_piecewise | Activation functions (DDESONN)
custom_bent_piecewise_derivative | Activation derivatives (DDESONN)
custom_binary_activation | Activation functions (DDESONN)
custom_binary_activation_derivative | Activation derivatives (DDESONN)
ddesonn_activations | Activation functions (DDESONN)
DDESONN_activation_defaults | Legacy alias for 'ddesonn_activation_defaults()'
ddesonn_activation_defaults | Legacy alias for 'ddesonn_activation_defaults()'
ddesonn_activation_derivatives | Activation derivatives (DDESONN)
DDESONN_artifacts_root | Legacy alias for 'ddesonn_artifacts_root()'
ddesonn_artifacts_root | Legacy alias for 'ddesonn_artifacts_root()'
ddesonn_debug_state | Inspect internal DDESONN debug state
DDESONN_dropout_defaults | Legacy alias for 'ddesonn_dropout_defaults()'
ddesonn_dropout_defaults | Legacy alias for 'ddesonn_dropout_defaults()'
DDESONN_fit | Legacy alias for 'ddesonn_fit()'
ddesonn_fit | Legacy alias for 'ddesonn_fit()'
DDESONN_model | Legacy alias for 'ddesonn_model()'
ddesonn_model | Legacy alias for 'ddesonn_model()'
DDESONN_optimizer_options | Legacy alias for 'ddesonn_optimizer_options()'
ddesonn_optimizer_options | Legacy alias for 'ddesonn_optimizer_options()'
DDESONN_plots_dir | Legacy alias for 'ddesonn_plots_dir()'
ddesonn_plots_dir | Legacy alias for 'ddesonn_plots_dir()'
DDESONN_predict | Legacy alias for 'ddesonn_predict()'
ddesonn_predict | Legacy alias for 'ddesonn_predict()'
DDESONN_run | Legacy alias for 'ddesonn_run()'
ddesonn_run | Legacy alias for 'ddesonn_run()'
DDESONN_training_defaults | Legacy alias for 'ddesonn_training_defaults()'
ddesonn_training_defaults | Legacy alias for 'ddesonn_training_defaults()'
elu | Activation functions (DDESONN)
elu_derivative | Activation derivatives (DDESONN)
gaussian | Activation functions (DDESONN)
gaussian_derivative | Activation derivatives (DDESONN)
gelu | Activation functions (DDESONN)
gelu_derivative | Activation derivatives (DDESONN)
hard_sigmoid | Activation functions (DDESONN)
hard_sigmoid_derivative | Activation derivatives (DDESONN)
identity | Activation functions (DDESONN)
identity_derivative | Activation derivatives (DDESONN)
inverse_linear_unit | Activation functions (DDESONN)
inverse_linear_unit_derivative | Activation derivatives (DDESONN)
isrlu | Activation functions (DDESONN)
isrlu_derivative | Activation derivatives (DDESONN)
leaky_bent | Activation functions (DDESONN)
leaky_bent_derivative | Activation derivatives (DDESONN)
leaky_relu | Activation functions (DDESONN)
leaky_relu_derivative | Activation derivatives (DDESONN)
leaky_selu | Activation functions (DDESONN)
leaky_selu_derivative | Activation derivatives (DDESONN)
maxout | Activation functions (DDESONN)
maxout_derivative | Activation derivatives (DDESONN)
mish | Activation functions (DDESONN)
mish_derivative | Activation derivatives (DDESONN)
parametric_bent_relu | Activation functions (DDESONN)
parametric_bent_relu_derivative | Activation derivatives (DDESONN)
predict.ddesonn_model | Predict method for DDESONN models
prelu | Activation functions (DDESONN)
prelu_derivative | Activation derivatives (DDESONN)
print.ddesonn_run_result | Print a summary of a DDESONN run result
relu | Activation functions (DDESONN)
relu_derivative | Activation derivatives (DDESONN)
selu | Activation functions (DDESONN)
selu_derivative | Activation derivatives (DDESONN)
sigmoid | Activation functions (DDESONN)
sigmoid_binary | Activation functions (DDESONN)
sigmoid_binary_derivative | Activation derivatives (DDESONN)
sigmoid_derivative | Activation derivatives (DDESONN)
sigmoid_sharp | Activation functions (DDESONN)
sigmoid_sharp_derivative | Activation derivatives (DDESONN)
sinusoid | Activation functions (DDESONN)
sinusoid_derivative | Activation derivatives (DDESONN)
softmax | Activation functions (DDESONN)
softmax_derivative | Activation derivatives (DDESONN)
softplus | Activation functions (DDESONN)
softplus_derivative | Activation derivatives (DDESONN)
swish | Activation functions (DDESONN)
swish_derivative | Activation derivatives (DDESONN)
tanh | Activation functions (DDESONN)
tanh_derivative | Activation derivatives (DDESONN)
tanh_relu_hybrid | Activation functions (DDESONN)
tanh_relu_hybrid_derivative | Activation derivatives (DDESONN)