Here is a list of all documented files with brief descriptions:

bounding_layer.cpp
bounding_layer.h
conditions_layer.cpp
conditions_layer.h
conjugate_gradient.cpp
conjugate_gradient.h
cross_entropy_error.cpp
cross_entropy_error.h
data_set.cpp
data_set.h
evolutionary_algorithm.cpp
evolutionary_algorithm.h
final_solutions_error.cpp
final_solutions_error.h
gradient_descent.cpp
gradient_descent.h
independent_parameters.cpp
independent_parameters.h
independent_parameters_error.cpp
independent_parameters_error.h
inputs.cpp
inputs.h
instances.cpp
instances.h
inverse_sum_squared_error.cpp
inverse_sum_squared_error.h
levenberg_marquardt_algorithm.cpp
levenberg_marquardt_algorithm.h
mathematical_model.cpp
mathematical_model.h
matrix.h
mean_squared_error.cpp
mean_squared_error.h
minkowski_error.cpp
minkowski_error.h
missing_values.cpp
missing_values.h
model_selection.cpp
model_selection.h
multilayer_perceptron.cpp
multilayer_perceptron.h
neural_network.cpp
neural_network.h
neural_parameters_norm.cpp
neural_parameters_norm.h
newton_method.cpp
newton_method.h
normalized_squared_error.cpp
normalized_squared_error.h
numerical_differentiation.cpp
numerical_differentiation.h
numerical_integration.cpp
numerical_integration.h
opennn.h
ordinary_differential_equations.cpp
ordinary_differential_equations.h
outputs.cpp
outputs.h
outputs_integrals.cpp
outputs_integrals.h
perceptron.cpp
perceptron.h
perceptron_layer.cpp
perceptron_layer.h
performance_functional.cpp
performance_functional.h
performance_term.cpp
performance_term.h
plug_in.cpp
plug_in.h
probabilistic_layer.cpp
probabilistic_layer.h
quasi_newton_method.cpp
quasi_newton_method.h
random_search.cpp
random_search.h
root_mean_squared_error.cpp
root_mean_squared_error.h
scaling_layer.cpp
scaling_layer.h
solutions_error.cpp
solutions_error.h
sum_squared_error.cpp
sum_squared_error.h
testing_analysis.cpp
testing_analysis.h
training_algorithm.cpp
training_algorithm.h
training_rate_algorithm.cpp
training_rate_algorithm.h
training_strategy.cpp
training_strategy.h
unscaling_layer.cpp
unscaling_layer.h
variables.cpp
variables.h
vector.h