Know
ledge
Git
Know
G
roup @
Yu-Chung Hsiao
GitHub's Explore
- Only 34 topics for 13 million repos
- Last update has been a while ago
Problem of finding a repo
GitHub's Search
Currently
in use
A lot of info not used yet
scipy / scipy
Know
Git
Comparison
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
NEW!
GitHub's Explore
​recommended
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
