kittykg / film-pudding

Nobody knows my taste of film, including myself.

Film Pudding

My taste of films is weird, so can ML predict if I'm going to like a flim or not?

Data Source

All the ratings are from my Letterboxd. And the details are from TMDB.

Follow me on Letterboxd :P

Data Format

There are in total 24 input features and 1 output

1. Year -- float
2. Genres -- Label binary encoding
   1. Action
   2. Adventure
   3. Animation
   4. Comedy
   5. Crime
   6. Documentary
   7. Drama
   8. Family
   9. Fantasy
   10. History
   11. Horror
   12. Music
   13. Mystery
   14. Romance
   15. Science Fiction
   16. TV Movie
   17. Thriller
   18. War
   19. Western
3. Runtime -- float
4. Popularity -- float
5. Vote average -- float
6. Cast -- float (how many actors/actress are there in the film that are also my favourites)

• My rating -- float

Special files, exist only locally

• fav_cast.txt
• rating.csv
• secret_key

How to run the server

Run as DEV mode with hot-reloading:

FLASK_ENV=dev FLASK_APP=pudding_server.py FLASK_DEBUG=True flask run

Run with Gunicorn (change the IP if you want):

gunicorn pudding_server:app --bind 0.0.0.0:5000