Fuzzy Approach to LDA topic modeling
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Updated
Dec 13, 2021 - C++
Fuzzy Approach to LDA topic modeling
NLP projects for my internship at Greenhouse Group for the year 2021-2022.
Automatic story investigator of public perception on the mega urban infrastructure project
Exploring topic modeling techniques, sentiment analysis, and classification algorithms using the Kaggle dataset "Tripadvisor Reviews 2023"
This repository contains the code and data used for my master's thesis in Digital Humanities at the University of Graz. The workflow is largely based on DARIAH Topics (https://github.com/DARIAH-DE/Topics).
Crowdsourcing Analysis of Bank Application Reviews
Applied natural language processing (NLP) techniques to extract positive news for user-selected topics from online American news media. Topic modeling, classification modeling, and sentiment analysis were developed. A user interface was also created using Streamlit to output uplifting news for user-selected topics in the dataset.
This project explored Twitter analytics, sentiment analysis, graph analytics, classification ML models, news API-based topic modeling, and text summarization.
This repo offers a workflow dedicated to utilizing BERTopic for Semantic Graph-based information retrieval in nutrigenomics. It includes Jupyter notebooks on topic modeling and semantic graph creation, aimed at enhance genetic literature exploration. Ideal for genomic researchers, it simplifies the analysis of nutrition-related genetic information.
topic modeling is about creating intelligent modules that can understand text and their general purpose , this is a project about using a news headline to make a predictive text module using lda , tfi-df and knn.
Search Engine that returns list of songs and lyrics matching a user's inputted mood
Slides for Topic Modeling Workshop
This Git repository contains the code of application file and the functions that is used to built an efficient whatsapp chat analysis
Using BERTopic to show the path of technological advancements in the different phases of the economic cycle (January 2005- January 2023).
A repository for a Text Analytics project for movies classification.
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