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| #========================================== | |
| # Anime Recommendation System – Version 2.5 | |
| #========================================== | |
| import importlib.util, sys, subprocess, os, logging, difflib | |
| import pandas as pd | |
| import kagglehub | |
| import gradio as gr | |
| from sklearn.feature_extraction.text import TfidfVectorizer | |
| from sklearn.metrics.pairwise import cosine_similarity |
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| # ========================================== | |
| # 🎬 ANIME RECOMMENDATION SYSTEM – Ver. 2.4 | |
| # ========================================== | |
| # 1. Import and install required libraries if missing | |
| import importlib.util, sys, subprocess | |
| def install_if_needed(package): | |
| if importlib.util.find_spec(package) is None: | |
| subprocess.check_call([sys.executable, "-m", "pip", "install", package]) |