Update app.py

app.py

@@ -7,14 +7,10 @@ Original file is located at
     https://colab.research.google.com/drive/1sZ9FI7bnnNBcvFa2rt78EKYeU2L4XrXi
 """
 
-!pip install surprise
-
 from surprise import NMF, SVD, SVDpp, KNNBasic, KNNWithMeans, KNNWithZScore, CoClustering
 from surprise.model_selection import cross_validate
 from surprise import Reader, Dataset
 
-!pip install gradio
-
 import gradio as gr
 
 import pandas as pd
@@ -53,8 +49,6 @@ top_recent_scorers = over_2015.groupby('game')['score'].mean().sort_values(ascen
 top_40_games = top_recent_scorers.index[:40]
 #top_100_games = top_recent_scorers.index[:100]
 
-df.shape
-
 combined_games_data = df[['game','name','score']]
 algorithms = [NMF(), SVD(), SVDpp(), KNNWithZScore(), CoClustering()]