playground's People
playground's Issues
Add item based collaborative filtering
Set default given movie as a randomly picked movie from movie list
For item based collab filtering
Extract most highly rated movies from each user
Generate dataframe of each movie's ratings by each user
Arrange bar charts in descending order of votes/rating
Allow users to input sample user ratings
Change table data to text input fields with default values
Add movie recommendations for user-based common movies
Recommend top rated movies from favourite genre
Train knn model with average ratings and highly rated movies
Add EDA section
- Unique genres
- Genre popularity
- Most rated
- Highest average rating
- Word cloud for tags for each genre
Change slider from test proportion to train proportion
Add option to choose no. of recommendations under user-based average ratings
Extract average rating for each genre for each user
[EDA section] Allow users to click on each genre and view stats
Number of ratings + average rating
Implement frontend component for genre prediction (user-based collab filter, common movies)
- Generate random ratings to create a sample user
- Pass to backend to predict sample user's favourite genre
Change home page title text to own font
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