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Recommended-System

This repository contain 5 files all contain different type of recommended system given below

  • Weight-Popularity(Used by IMDB for movie recommendation)
  • Content Based Recommended System( recommended next movies that are similar to current movie)
  • collabrative Based Recommended System
  • KNN Collabarative or user-based filtering (Similar type of recommendation used by netfix and spotify to recommended the moveies and music)

Result

recommended for Back to the Future Part III (1990):

  • 1: Back to the Future Part II (1989), with distance of 0.22368180751800537:
  • 2: Back to the Future (1985), with distance of 0.3617665767669678:
  • 3: Indiana Jones and the Temple of Doom (1984), with distance of 0.40315186977386475:
  • 4: Ghostbusters (a.k.a. Ghost Busters) (1984), with distance of 0.4647256135940552:
  • 5: Minority Report (2002), with distance of 0.4695588946342468:

{This is the one of the most powerfull type of remommendation system }

Liberary used

Image of Sklearn

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Collabarative and Content based Recommended System

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