GitHub topics: topicmodeling

Repositories

moseykoelena/Langchain-LLM-Shakespeare

An end-to-end NLP pipeline that paraphrases Shakespeare’s Hamlet into modern English using LangChain with an Ollama LLM, then analyzes the original and paraphrased texts through sentiment analysis, topic modeling, and text mining to explore themes like revenge, madness, and corruption.

Language: Jupyter Notebook - Size: 6.32 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

Alireza-shm/Constory

Automatic story investigator of public perception on the mega urban infrastructure project

Language: Python - Size: 1.03 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0

ayanyann/LDAiliganCDRRMOanalysis

LDA topic model for Iligan CDRRMO

Language: HTML - Size: 6.28 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

leibniz-psychology/psychtopics

PsychTopics – A Shiny App for Exploring and Analyzing Research Topics in Psychology

Language: R - Size: 13.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 4

gesistsa/oolong

🍵 Create and administrate validation tests for automated content analysis tools.

Language: R - Size: 42 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 56 - Forks: 7

Maimana-Kowatly/Automatic-Ticket-Classification

This project automates customer complaint classification for a financial company using NLP and machine learning. It applies topic modeling with NMF to categorize complaints, followed by supervised learning models for accurate classification.

Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

abitter/PTOS

Practices and Tools of Open Science: Topic Modeling

Language: R - Size: 2.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 1

steveee27/Topic-Extraction-and-Clustering-Analysis-of-YouTube-Comments-on-Digital-Transformation

This project analyzes public opinions on digital transformation in Indonesia by scraping YouTube comments. It utilizes unsupervised learning for clustering and topic extraction. Various text preprocessing methods, such as TF-IDF, Word2Vec, and LDA, are applied for deeper insights.

Language: Jupyter Notebook - Size: 573 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

smicksan/TopicModelingChiLitCorpus

This repository features two Jupyter Notebooks: one for text preprocessing and the other showcasing topic modeling using the OCTIS library with Latent Dirichlet Allocation (LDA) applied to the ChiLit Corpus. Dive into the README for detailed instructions, citations, and links to the datasets and libraries used in this project.

Language: Jupyter Notebook - Size: 16 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

arnabberawork/Automatic-Ticket-Classification

M.S. and EPGP Assignment - Machine learning model using NLP topic modeling to automatically classify customer complaints based on products and services for improved customer service in the financial industry.

Language: Jupyter Notebook - Size: 242 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

storopoli/topic-modeling-workshop 📦

Slides for Topic Modeling Workshop

Language: R - Size: 3.47 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

JonasRieger/ldaPrototype

Determine a Prototype from a number of runs of Latent Dirichlet Allocation.

Language: R - Size: 799 KB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 1

johndef64/bertopic_graph

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.

Language: Jupyter Notebook - Size: 83.9 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

shinho123/-Text-Mining-Project---Analysis-of-Min-Sik-Law-Articles-Data

2021년 1학기 개인 프로젝트 : 민식이법 기사 데이터 분석

Language: R - Size: 2.15 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

ghulam-ahmad-1/Topic-Modeling-on-medium-articles-

Topic Mdeling

Language: Jupyter Notebook - Size: 1.83 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

JonasRieger/rollinglda

A rolling version of the Latent Dirichlet Allocation.

Language: R - Size: 1.19 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 3

WZBSocialScienceCenter/tm_corona

A small showcase for topic modeling with the tmtoolkit Python package. I use a corpus of articles from the German online news website Spiegel Online (SPON) to create a topic model for before and during the COVID-19 pandemic.

Language: Jupyter Notebook - Size: 51.5 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

ArikReuter/TNTM

This repository contains the code for the Transformer-Representation Neural Topic Model (TNTM) based on the paper "Probabilistic Topic Modelling with Transformer Representations" by Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Säfken and Thomas Kneib

Language: Jupyter Notebook - Size: 31.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 1

alejo-gonzalez-garcia/Text-Preprocessing-Vectorization-and-Classification-applying-NLP

We have performed a multi-class classification task of literary poems, which will be assigned to a period. Raw data has been collected from the web and processed the in order to apply Natural Language Processing and Machine Learning tools, such as feature extraction and selection, topic modeling, text preprocessing and classification

Language: Jupyter Notebook - Size: 7.18 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

annnvv/jee

Size: 103 MB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

vdkhoi/TopicContentEvaluator

https://dl.acm.org/doi/abs/10.1145/3269206.3269309

Language: Java - Size: 2.89 MB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

codemitdjango/RapLyrics-TopicModeling

Projekt im WiSe 2023/24

Language: R - Size: 33.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dsatyam09/TextTIDentify

Harness the power of Transformer models for lightning-fast and accurate topic identification from text data. Used DeBERTa-v3-large-mnli

Language: Jupyter Notebook - Size: 223 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

GabrieleGori00/Text_Analytics_movie_classification

A repository for a Text Analytics project for movies classification.

Size: 1.74 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

FlewRr/daily_news_bot

Telegram bot based on the nytimes API for receiving news.

Language: Python - Size: 14.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Xin-Bu/Computaional_linguistic_analysis

Applies natural language processing techniques to political speech topic modeling using Python & permutation tests using R

Language: HTML - Size: 902 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

annm802/tech-and-the-economic-cycle

Using BERTopic to show the path of technological advancements in the different phases of the economic cycle (January 2005- January 2023).

Language: Jupyter Notebook - Size: 83.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Harish-or-Peter/-Topic-Modeling-and-Text-Analysis-Project

This project showcases an end-to-end workflow for topic modeling and text analysis using a variety of machine learning and natural language processing techniques. The goal of this project is to extract meaningful topics from a collection of text documents, enabling insights, categorization, and understanding of the underlying themes in the data.

Language: Jupyter Notebook - Size: 3.56 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

lspope/capstone

Sentiment on K-12 Learning during COVID-19

Language: Jupyter Notebook - Size: 40.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

ElisabethUrban/topic-model-slave-narratives

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).

Language: Jupyter Notebook - Size: 51.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

djtom98/Graph-Based-Analysis-Earnings-Calls

Prediction of abnormal return of selected publically trading pharma companies using NLP techniques and tools; special focus on graph-based representation of transcripts of a conversation.

Language: Jupyter Notebook - Size: 32.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Dererenma/PharmaNews-Topic-Categorisation

This repository contain the code, files, data etc. created for my Master Thesis, that is produced in collaboration and for Novo Nordisk A/S. The repository is private and falls under a NDA signed by Carl Johanson (researcher), the director of Scientific Intelligence, and my supervisor Anders Søgaard. Please contact me for access, if valid.

Language: Jupyter Notebook - Size: 21.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0