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Algorithm: data to clustering

Descriptions,
Readme files

Tags as keywords 

Natural
Language
Processing

Sparse
vectors

Similarity
matrix

Clustering:

Affinity
Propagation

scikit-
learn

Store in
database

Clusters,
Centers,

Similarity
matrices

repo
names

Visualize

API

Readme &
Description

Sparse
​vector

NLP

Pull out the
closest cluster

Compute
similarities
        to
              each 
                center

Network
graph

generate

Input

Front-end

Back-end

Algorithm: clustering in action

Yu-Chung Hsiao

Fisherman's Wharf in SF

Predictive modeling for
nonlinear time series

knowgit

By yuchsiao

knowgit

GitHub repo recommender using README similarity

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