diff --git a/src/path.ml b/src/path.ml
index fb5e0cdb..053d01d2 100644
--- a/src/path.ml
+++ b/src/path.ml
@@ -64,9 +64,13 @@ struct
 
   module PQ = Heap.Imperative(Elt)
 
+  (* Gets the shortest path between v1 and v2 in graph g *)
   let shortest_path g v1 v2 =
+    (* Create a hashtable (which is essentially a set...) of visited nodes *)
     let visited = H.create 97 in
+    (* Create a hashtable of distances from each of the nodes *)
     let dist = H.create 97 in
+    (* Create a priority queue *)
     let q = PQ.create 17 in
     let rec loop () =
       if PQ.is_empty q then raise Not_found;
@@ -98,6 +102,44 @@ struct
     H.add dist v1 W.zero;
     loop ()
 
+
+
+  let all_shortest_paths g v1 =
+    (* Create a hashtable (which is essentially a set...) of visited nodes *)
+    let visited = H.create 97 in
+    (* Create a hashtable of distances from each of the nodes *)
+    let dist = H.create 97 in
+    (* Create a priority queue *)
+    let q = PQ.create 17 in
+    let rec loop () =
+      if PQ.is_empty q then
+        dist
+      else
+        let (w,v,p) = PQ.pop_maximum q in
+        begin
+          if not (H.mem visited v) then begin
+            H.add visited v ();
+            G.iter_succ_e
+              (fun e ->
+                 let ev = dst e in
+                 if not (H.mem visited ev) then begin
+                   let dev = W.add w (W.weight e) in
+                   let improvement =
+                     try W.compare dev (H.find dist ev) < 0 with Not_found -> true
+                   in
+                   if improvement then begin
+                     H.replace dist ev dev;
+                     PQ.add q (dev, ev, e :: p)
+                   end
+                 end)
+              g v
+          end;
+          loop ()
+        end
+    in
+    PQ.add q (W.zero, v1, []);
+    H.add dist v1 W.zero;
+    loop ()
 end
 
 (* The following module is a contribution of Yuto Takei (University of Tokyo) *)
diff --git a/src/path.mli b/src/path.mli
index 5b1e74ac..5123b5fd 100644
--- a/src/path.mli
+++ b/src/path.mli
@@ -45,6 +45,8 @@ module Dijkstra
     (W: Sig.WEIGHT with type edge = G.E.t) :
 sig
 
+  module H : Hashtbl.S with type key = G.V.t
+
   val shortest_path : G.t -> G.V.t -> G.V.t -> G.E.t list * W.t
   (** [shortest_path g v1 v2] computes the shortest path from vertex [v1]
       to vertex [v2] in graph [g]. The path is returned as the list of
@@ -53,6 +55,9 @@ sig
 
       Complexity: at most O((V+E)log(V)) *)
 
+  val all_shortest_paths : G.t -> G.V.t -> W.t H.t
+
+
 end
 
 (* The following module is a contribution of Yuto Takei (University of Tokyo) *)