My intention is to create the models through lists with strings
if layer_types[1] == "dense"
layers = [Dense(size(data[1], 2), no_neurons[1], list_activations[1])]
else layer_types[1] == "lstm"
layers = [LSTM(size(data[1], 2), no_neurons[1])]
end
for i in 2:length(layer_types)
if layer_types[i] == "dense"
push!(layers, Dense(no_neurons[i-1], no_neurons[i], list_activations[i]))
else layer_types[i] == "lstm"
push!(layers, LSTM(no_neurons[i-1], no_neurons[i]))
end
end
model = Chain(layers)
So that i.e. you can train several different models in one execution and so that non-programmers also can set up a training i.e with excel file.