def extract_text_features(text): # Tokenize text inputs = tokenizer(text, return_tensors="pt")
Make sure to check the website's terms of use and robots.txt file (e.g., www.moviehdkh/robots.txt) before scraping or crawling the website. www.moviehdkh
# Extract features (e.g., last hidden state) features = outputs.last_hidden_state[:, 0, :] last hidden state) features = outputs.last_hidden_state[:
import pandas as pd from transformers import AutoModel, AutoTokenizer import torch www.moviehdkh
I'll provide some insights on extracting deep features from the website www.moviehdkh (note that this website might be in a language other than English, and its content might not be readily accessible or understandable). I'll assume it's a movie streaming or information website.
# Example usage text_data = ["This is a great movie!", "I loved the action scenes."] features = [extract_text_features(text) for text in text_data]