print("\nManga Recommendations:") for manga in manga_recommendations: print(manga) Anime Recommendations: Attack on Titan Naruto One Piece
# Calculate similarities using NearestNeighbors anime_nn = NearestNeighbors(n_neighbors=3) manga_nn = NearestNeighbors(n_neighbors=3) manga_indices = manga_nn.kneighbors([[user_rating]])
# Return recommendations anime_recommendations = filtered_anime.iloc[anime_indices[0]].title.tolist() manga_recommendations = filtered_manga.iloc[manga_indices[0]].title.tolist() manga_indices = manga_nn.kneighbors([[user_rating]])
# Example usage user_genre = 'Action/Adventure' user_rating = 4.5 manga_indices = manga_nn.kneighbors([[user_rating]])
# Get distances and indices of similar anime and manga anime_distances, anime_indices = anime_nn.kneighbors([[user_rating]]) manga_distances, manga_indices = manga_nn.kneighbors([[user_rating]])