/Python/Affinity propagation cosine similarity python

Affinity propagation cosine similarity python

# credit to Stack Overflow user in the source link
import numpy as np
from sklearn.metrics.pairwise import cosine_distances

# some dummy data
word_vectors = np.random.random((77, 300))

word_cosine = cosine_distances(word_vectors)
affprop = AffinityPropagation(affinity = 'precomputed', damping = 0.5)
af = affprop.fit(word_cosine)

Source: stackoverflow.com

Similar codes

34 votes198 views3 answers
Python string replace variable
Python
3 votes175 views1 answer
Python plot cut off when saving
Python
0 vote180 views1 answer
Create line in canvas widget object
Python
15 votes234 views1 answer
How to run a .exe through python
Python
2 votes171 views2 answers
Merge two columns name in one header pandas
Python
0 vote172 views1 answer
Python getpass save file
Python
15 votes200 views1 answer
Python add to list with index
Python
6 votes187 views6 answers
How to check if a value is nan in python
Python
2 votes198 views6 answers
Convert ui to py
Python
1 vote216 views1 answer
Check if can convert to float python
Python