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textprocessing

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TerminalDesigner is a Python-based project aimed at enhancing text processing capabilities in the terminal. It provides a set of tools and functionalities to manipulate text appearance, create ASCII art, and modify terminal colors

  • Updated Jun 17, 2023
  • Python

"Detect sarcasm effortlessly! This Python app uses NLP and ML to analyze text sentiment, distinguishing sarcastic tones. With a user-friendly interface, input any text for real-time sarcasm identification. Achieve accurate results through advanced sentiment analysis techniques and trained models."

  • Updated Jan 7, 2024
  • Python

The author implemented support vector machine for sentiments analysis and applied two feature extractions, Bag-of-Words (CountVectorizer) and TF-IDF (TfidfVectorizer), after which the results for both methods were analysed. The accuracy obtained for both methods were (BoW = 87%) and (TF-IDF = 86%).

  • Updated Apr 26, 2024
  • Jupyter Notebook

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