I have bellow python code to build knn graph but I have an error: AttributeError: 'Graph' object has no attribute 'node'. It seems that the nx.Graph() has no node attribute but I don't know what should I replace with that.
import networkx as nx
def knn_graph(df, k, verbose=False):
points = [p[1:] for p in df.itertuples()]
g = nx.Graph()
if verbose: print ("Building kNN graph (k = %d)" % (k))
iterpoints = tqdm(enumerate(points), total=len(points)) if verbose else enumerate(points)
for i, p in iterpoints:
distances = map(lambda x: euclidean_distance(p, x), points)
closests = np.argsort(distances)[1:k+1] # second trough kth closest
for c in closests:
g.add_edge(i, c, weight=distances[c])
g.node[i]['pos'] = p
return g
If you are using NetworkX 2.4, use G.nodes[] instead of G.node[]. As the latter attribute is deprecated. See (https://networkx.github.io/documentation/stable/release/release_2.4.html#deprecations).
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