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Yu-Chung Hsiao
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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