Got it, but this solution in my view has two problems, the first is how to 
ensure that the graph generated by igraph_erdos_renyi_game function has the 
average degree that I need; second I do not understand how to add (attach) the 
weights in this graph generated by the function erdos_renyi.     The weights 
are stored in a square matrix (dimensions: number of examples).
Is there any function in igraph library, that before adding an edge to a graph 
checks if it already exists?
Sorry to bother you and thanks for your help.                                   
  
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