I want to throw my self in Application de localisation and I wonder which algorithm to use, Are there any frameworks that implement A* or Dijkstra algorithm so as to facilitate development?
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I can suggest to get acquainted with the Neo4j.
This is a graph-based DB implementing A* and Dijkstra (along with others) path finding algorithms out of the box. You can communicate with this DB via REST (running as a Standalone Server) or embed DB into your app (there are several bindings for different languages — Python, Ruby etc.).
You can read about built-in graph algorithms on this page.