So i'm trying to implement the agglomerative clustering algorithm and to check the distances between each cluster i use this:
a, b = None, None
c = max
for i in range(len(map)-1):
for n in range(len(map[i])):
for j in range(i+1, len(map)):
for m in range(len(map[j])):
//dist is distance func.
d = dist(map[i][n], map[j][m])
if c > d:
a, b, c = i, j, d
print(a, ' ', b)
return a, b
map looks like this: { 0: [[1,2,3], [2,2,2]], 1: [[3,3,3]], 2: [[4,4,4], [5,5,5]] }
What I expect from this is for each row item to compare with every row/col of every other row. So something like this:
comparisons: [1,2,3] and [3,3,3], [1,2,3] and [4,4,4], [1,2,3] and [5,5,5], [2,2,2] and [3,3,3] and so on
When I run this it only works 1 time and fails any subsequent try after at line 6 with KeyError.
I suspect that the problem is either here or in merging clusters.