RecTulips 0.0.3

Recommandation System

Hello World !! A Demo of Recomendation system Using SVD

How to work with ? Super easy !! First import our Library . import Tulips

#Then start set your ratings like this

#Rate(user_id,item_id,rating,time) Rate(1,3,5.0,’21-04-2022’)

#Then the magic word to recommend 10 items to your client

#TOP10(user_id) TOP10(1)

Demo :

import RecTulips as RS

RS.Rate(1,2,5,’10-04-2022 19:50:52’) RS.Rate(1,5,4,’30-03-2022 10:34:10’) RS.Rate(3,4,1,’11-03-2022 19:50:52’) RS.Rate(5,3,2,’12-04-2022 17:05:02’) RS.Rate(5,5,5,’22-04-2022 18:53:40’) RS.Rate(4,1,4,’25-04-2022 20:51:00’) RS.Rate(7,9,4,’20-04-2022 20:20:13’) RS.Rate(7,8,3,’25-03-2022 10:50:17’) RS.Rate(2,7,5,’15-04-2022 22:25:01’) RS.Rate(6,6,2,’21-04-2022 20:00:00’) RS.Rate(8,10,3,’20-04-2022 20:12:00’)

Result = RS.TOP10(2) # Will return the id of the 10 item recommended to user (2) print(Result) # [1, 9, 5, 10, 8, 4, 2, 6, 3]

Change Log

0.0.3 (12/06/2022)

• Third Release Beta

• We fix it to work with Firebase Database