branch_curator

A simple solution to manage activites in a branch

• This project aims to find a solution for managing project related activity in a branch (ISE/CSE) .
• This project will help people to create anew project and ask people to join in .
• It also has a option to create blogs and share knowledge .
• It recommends the matching projects and blogs based on your interests.
• It automatically tags topic whenerver you submit a project.
• It gives overall trends such as which field is trending and how much new things are coming to it.

ML PART

• This project does recommendations and topic classification
• For recommendation we collects likes of people in past as data and match the items using cosine similarity.
• For topic classification we use naive bayes algorithm on a vector of words also called as bag of words

backend part

• We have used Django in the backend and Postgresql as database.
• Django ORM used for interacting with database and Django Template langauge for displaying the contents to user.
• Trends in a particular filed is calculated using z-score

frontend part

• bootstrap-4 used for design of website and Django Template langauge for displaying the contents to user.

This website is diployed on heroku.

https://bcurator.herokuapp.com/

demo video

https://youtu.be/BKkmYDPz5Zw