GSoC’21 Coding Phase 1 @Circuitverse

My proposed timeline

Community Bonding Period

SELECT projects.name,view,description, 
array_agg(tags.name) as tag_names from projects
LEFT JOIN taggings ON taggings.project_id = projects.id
LEFT JOIN tags ON tags.id = taggings.tag_id
where projects.project_access_type = 'Public' and
projects.forked_project_id is NULL
GROUP BY projects.id;
Dataset after running the query

The Coding Period begins!!

Week 1

Week 2

Clustering Algorithm results while drafting the proposal

Week 3

SELECT projects.id as id, projects.name,description,
array_agg(tags.name) as tag_names, view, count(stars.id) as star_count from projects
LEFT JOIN taggings ON taggings.project_id = projects.id
LEFT JOIN tags ON tags.id = taggings.tag_id
LEFT JOIN stars ON projects.id = stars.project_id
where projects.project_access_type = 'Public' and
projects.forked_project_id is NULL
GROUP BY projects.id;

Week 4

Topic Modelling using LDA (Gensim) for 100 topics

Week 5

Results of the KMeans model as shown by the testing module

Things that are left for the 2nd half

Conclusion

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CS @ BITS, GSoC'21 @ CircuitVerse, ML enthusiast,Youtuber

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Devansh Dixit

Devansh Dixit

CS @ BITS, GSoC'21 @ CircuitVerse, ML enthusiast,Youtuber

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