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sarcasm-detection

Softwares and libraries

1) Pandas 2) Numpy 3) Sklearn: from sklearn.feature_extraction.text import CountVectorizer from sklearn.svm import SVC from sklearn.linear_model import LogisticRegression

4) TextBlob from textblob import TextBlob

5) SciPy from scipy.stats import entropy

6) Spacy Text Processing import spacy from spacy.tokenizer import Tokenizer import en_core_web_sm import en_core_web_md 7)Visualizations Plotly import plotly.express as px import matplotlib.pyplot as plt from wordcloud import WordCloud

8) Keras import keras from keras.models import model_from_json from keras.models import Sequential from keras.layers import Dense,Embedding,LSTM,Dropout,Bidirectional

9) Tensorflow import tensorflow as tf from tensorflow.python.keras.preprocessing.text import Tokenizer from tensorflow.python.keras.preprocessing.sequence import pad_sequences from tensorflow.python.saved_model import builder from tensorflow.python.saved_model.signature_def_utils import predict_signature_def from tensorflow.python.saved_model import tag_constants

10) Sagemaker api import sagemaker from sagemaker import get_execution_role from sagemaker.amazon.amazon_estimator import get_image_uri from sagemaker.predictor import csv_serializer

11) Additional required file import boto3, re import io import json import shutil import tarfile from keras.preprocessing import text, sequence

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