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Instead of removing the nodes and edges while iterating over graph, nodes and edges are added to two lists and then removed the entire collection from the graph.#3

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Instead of removing the nodes and edges while iterating over graph, nodes and edges are added to two lists and then removed the entire collection from the graph.#3
zutotonno wants to merge 2 commits intoAdrienGuille:masterfrom
zutotonno:master

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These modifications are needed to be compliant with the new version of networkX

Removing edges and nodes in one shot to be complaint with new version of networkx
In the constructor, beside data you should provide also a directory where to save outputs. If directory does not exists, it is created.
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