sentence-clustering

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #typescript #llm #go #golang #deep-learning #macos #vue #awesome-list #security #ios

sentence-clustering

(★ 13)

Sentence Clustering and visualization. Created Date: 25 Apr 2018

sentence-clustering 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

Created Date: 25 Apr 2018

# sentence-clustering

Sentence clustering using various clustering algorithms

# Current algorithms:
   1. Kmeans
   2. Affinity
   3. Agglomerative_clustering
   
# To run the code:
1. run main.py
2. To test kmeans clustering, change the algo to `clusters = sent_clus.kmeas_clustering()` in main.py
3. To test affinity clustering, change the algo to `clusters = sent_clus.kmeas_clustering()` in main.py
4. To test Agglomerative_clustering, change the algo to `sent_clus.Agglomerative_clustering()` in main.py

Note: If you want to run the algorithms in different python files and test it, kindly check the "python files" folder.

In this Repo,
I have used Justin Bieber's song "boyfiend" where am clustering his lyrics. 
Kmeans plot: 
![alt text](https://github.com/pemagrg1/sentence-clustering/blob/master/plot_result/kmeans.jpg)

Agglomerative plot: 
![alt text](https://github.com/pemagrg1/sentence-clustering/blob/master/plot_result/Agglomerative.jpg)

affinity plot: 
![alt text](https://github.com/pemagrg1/sentence-clustering/blob/master/plot_result/affinity.jpg)

sentence-clustering

sentence-clustering 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

sentence-clustering

sentence-clustering 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README