Text Preprocessing with NLTK
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Updated
Mar 31, 2024 - Jupyter Notebook
Text Preprocessing with NLTK
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
"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."
The author implemented simple rule base solution and machine learning approach for information retrieval and information extraction after which the result were analyzed.
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%).
Documentation and scripts of khasi-khasi Dictionary Digitalisation project
This assignments focuses on implementing and applying various AI algorithms and techniques.
Web & social media scraping in Pythonian way
This project represents my team's contribution to the semi-final of Gelar Rasa 2023, a competition organized by HIMASADA UPN "Veteran" East Java. With enthusiasm and dedication, our team managed to secure the 2nd place in the competition.
Some example code I've written during my PhD in Applied Linguistics and Technology.
Mini project for NTU-SC1015 (Introduction to Data Science and Artificial Intelligence). Regarding fake news analysis & classification
This application fixes the issue of missing lyrics on Spotify. It fetches them from other lyrics providers rather than the ones Spotify is in partnership with.
A project that harnesses the Stanford NLP library to gauge sentiment from provided text via an intuitive graphical interface.
A Comprehensive Toolbox for Mastery in String Operations Across Programming Paradigms 🚀🔍
Texel is a converting tool between text and colors. All symbols define hexadecimal values, convert to RGB values and set pixels.
Apache OpenNLP Models
An application which takes in live speech or audio recording as input, converts it into text and displays the relevant Indian Sign Language images or GIFs.
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