ddangelov/Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

Language: Python - Size: 83.4 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 3,060 - Forks: 376

Sidzzzzzzzzzzzz/AI-Test-Case-Classifier

Streamlit-based tool that classifies industrial test cases using NLP and LDA topic modeling.

Language: Python - Size: 9.77 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

MaartenGr/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Language: Python - Size: 23.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6,834 - Forks: 829

AkbiHiba/Enhancing_IR_using_Query_Clarificati

Work done with a teammate as part of the graduate PLDAC course at Sorbonne University

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

machine-intelligence-laboratory/TopicNet

Interface for easier topic modelling.

Language: Python - Size: 10.5 MB - Last synced at: 23 days ago - Pushed at: 11 months ago - Stars: 139 - Forks: 17

vinayakdasgupta/anvay

anvay is a Flask-based Bengali text processing and topic modeling tool that uses Latent Dirichlet Allocation (LDA) to extract topics from uploaded text files.

Language: HTML - Size: 6.15 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

machine-intelligence-laboratory/OptimalNumberOfTopics

A set of methods for finding an appropriate number of topics in a text collection

Language: Python - Size: 46.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 16 - Forks: 4

TiffanyKousiman/graph-attention-neural-network-for-twitter-topic-modelling

Examining Graph Attention Neural Network for Short-Text Topic Modelling using Document Neighbourhood Affinity: A Hydrogen Energy Discourse on Twitter

Language: Jupyter Notebook - Size: 173 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ancatmara/data-science-nlp

NLP Section of the Data Science course, NRU HSE

Language: Jupyter Notebook - Size: 96.5 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 19

DCS-training/TopicModellingBert

Within this repository you are going to find all the material needed to attend this two-classes course once it will be ready. The notebook (for which we suggest you to run via Google Colab) and slides for the class can be downloaded from this repository.

Language: Jupyter Notebook - Size: 8.12 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

bhattbhavesh91/BERT-Topic-Modeling

Small tutorial on how you can use BERT for Topic Modeling

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 8

bumble-tech/buzzwords

GPU-Powered Topic Modelling

Language: Python - Size: 86.9 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 6

schwienernitzel/bundestag-analytics

Parse, analyze and evaluate speeches of German plenary sessions (Bundestag)

Language: Python - Size: 129 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

disaster-capitalism/topic-modelling

Topic modelling and text analysis of OECD "Studies on Water" corpus.

Language: Jupyter Notebook - Size: 55.1 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

doug-friedman/topicdoc

Topic-Specific Diagnostics for LDA and CTM Topic Models

Language: R - Size: 594 KB - Last synced at: 21 days ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 0

Vinzzztty/analysis-tiktokshop

Topic modelling dengan LDA dan Sentiment Analysis pengguna Twitter dan Facebook terhadap berita TikTok Shop Dihapus

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

xiaorongw/covid19-analysis

Analysis of social media conversations surrounding COVID-19 in Singapore

Language: Jupyter Notebook - Size: 1.34 MB - Last synced at: 11 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 4

MarionChaff/topic-modelling

NLP: topic modelling using BERTopic + LSA + pLSA + LDA

Language: Jupyter Notebook - Size: 2.16 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

MarinosSav/Twitter_Sentiment_Analysis_UkrSyr

A sentiment analysis project using Twitter tweet data aimed at analysing the sentiment towards Ukrainian and Syrian refugees.

Language: Python - Size: 17 MB - Last synced at: 4 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Aktharnvdv/Retrieval-Augmented-Generation

retrieval-augmented generation with web scraping

Language: Python - Size: 3.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

mainguyenwrk/topicmodelling-shortcontent

Language: Jupyter Notebook - Size: 272 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

oleksandrkarasov/test_task

Test task

Language: R - Size: 510 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

QuantCrim-Leeds/Police-Free-Text-LDA-Dashboard

An automated topic modelling system that outputs into a Shiny App

Language: Java - Size: 12.8 MB - Last synced at: 7 months ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1

Salman-Khan-Mohammed/Tweets-Topic-Modeling-with-LDA-and-Interactive-Word-Cloud-Visualization

This project focuses on analyzing tweets from Twitter using topic modeling techniques and interactive visualizations. It employs Latent Dirichlet Allocation (LDA) to discover topics within the tweet data and generates interactive word clouds based on topic-term strengths derived from the model. Users can explore topics and related tweets interactiv

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Junnie13/wildrift-vs-mobilelegends

Analysis of Google PlayStore reviews for “League of Legends: Wild Rift” and “Mobile Legends: Bang Bang”

Language: Jupyter Notebook - Size: 1.77 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

arora1209/Topic-Classification

Classify texts on the basis of keywords into 11 different categories.

Language: Jupyter Notebook - Size: 29 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

bean5/paper-thesis

My published paper on the application of LDA on documents. Base corpus: Thousands of LDS General Conference articles spanning decades.

Language: TeX - Size: 1.09 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

khinydnlin/topic_modelling_ds_subreddit

Topic Modelling & Sentiment Analysis of Data Science Subreddit

Language: Jupyter Notebook - Size: 2.99 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

mingchungx/llama-topic-modelling

Topic modelling data collection and analysis with Python for LLaMA dataset

Language: Python - Size: 304 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

zddang/Articles-topic-modeling

Text mining: Using LDA to create a topic model to cluster news articles

Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ancatmara/tutorials-eng

Various tutorials in English

Language: Jupyter Notebook - Size: 3.42 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Alvisckw/Bayes_ARP_Abarth1 Fork of XShawn1/Bayes_ARP_Abarth_1

Abarth Electrification | Bayes Business School | MSc Business Analytics | Applied Research Project

Language: Jupyter Notebook - Size: 20.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ishitashah23/AV-Janatahack-topic-modeling-research-articles

Materials and approach utilized for competing in 10-day long hackathon hosted by Analytics Vidhya. Given a set of research articles, it's category has to be classified.

Language: Jupyter Notebook - Size: 37.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

manmeetkaurbaxi/2020-US-Elections

Supplementary material for the paper "Studying topic engagement and synergy among candidates for 2020 US Elections"

Language: Jupyter Notebook - Size: 8.11 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

an7tang/uom-year3-project

Language: Jupyter Notebook - Size: 2.96 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ezosa/M3L-topic-model

Multimodal and multilingual topic model with pretrained embeddings

Language: HTML - Size: 2.75 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 1

cconzen/DH-Proj

Methods in Digital Humanities seminar project

Language: Jupyter Notebook - Size: 103 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

CristianViorelPopa/BART-TL-topic-label-generation

Implementation and helper scripts for the BART-TL model - https://www.aclweb.org/anthology/2021.eacl-main.121/

Language: Python - Size: 72 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 6

HuanSunGo/Natural_Language_Processing_Projects

Language: Jupyter Notebook - Size: 285 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

JinitSan/Blog-App Fork of correaswebert/Blog-App

A Blog application with features such as generating relevant tags and keywords from blogs in order to generate recommendations for users. Application made using Django. Joint Project by Swebert Correa and Jinit Sanghvi.

Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

maha-prathamesh/Topic-Modeling-on-News-Articles

Topic Modelling to segregate news report data to different topics using Gensim, NLTK, Spacy.

Language: Jupyter Notebook - Size: 255 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

mustafahakkoz/Text_Classification_ML-DL Fork of Aysenuryilmazz/Text_Classification_ML-DL

This is an end-to-end NLP project based on text classification. We have created a real-time web application that takes input text from the user and predicts its diagnosis out of 10 predefined labels.

Language: Jupyter Notebook - Size: 7.94 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

amy-panda/Text-Analysis-Loneliness-in-Young-Adults

Text analysis on young adults' experience of loneliness

Language: R - Size: 4.64 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

SarthakJShetty/Bias

Investigating biases in scientific publications

Language: Python - Size: 130 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

sachinnpraburaj/Analysis-and-Recommendation-on-YELP

The project provides insights for business owners to improve their businesses and recommendations for users to improve their experience with the application

Language: Python - Size: 15.7 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

ezosa/topic-labelling

Multilingual topic labelling of news topics

Language: Python - Size: 588 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

jermynyeo/fake-news-detection

Generic fake news detector across news domains, using feature engineering. Fully implemented POS tagging, sentiment analysis, emotion detection, topic modelling and named entity recognition.

Language: Jupyter Notebook - Size: 21.1 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

ZechyW/ignis-tm

Ignis: Iterative Topic Modelling Platform

Language: Python - Size: 106 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

Develop-Packt/Topic-Modeling-and-Theme-Extraction

In this module you will learn how to analyze topic modeling output from Amazon Comprehend, then perform topic modeling on two documents with a known topic structure.

Language: Jupyter Notebook - Size: 1.9 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 2

DSP2021-LanguageAnalysis/language-analysis

This app has been created by a group of students as part of a course in the Data Science Master’s Program at the University of Helsinki. The app was created for, and in collaboration with, the Research Unit for the Study of Variation, Contacts, and Change in English (VARIENG). It allows for the exploration of a corpus of historical letters.

Language: Python - Size: 272 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 2

ivypratiwi/topic_modelling

Analysing the top news headlines topics in Australia.

Language: Jupyter Notebook - Size: 63.3 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

susiejojo/Mutton_biriyani

Identification of papers/websites/documents with context related to a given context or abstract | Runners-up at Megathon 2k19 for Qualcomm

Language: Jupyter Notebook - Size: 191 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 2

Develop-Packt/Introduction-to-Computer-Vision-and-Image-Processing

This chapter covers the Amazon Rekognition service for analyzing the content of the images using various techniques. You will learn how to analyze faces and recognize celebrities in images. You will also be able to compare faces in different images to see how closely they match with each other.

Size: 12.4 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 2

Develop-Packt/Using-Speech-with-the-Chatbot

This module looks at how use Amazon Connect, Lex, and Lambda to interact with a chatbot using voice. You will create a personal call center using Amazon Connect and you will learn how to connect the call center to your Lex chatbot

Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

Develop-Packt/Introduction-to-Conversational-Artificial-Intelligence

This module teaches you how to design a chatbot using Amazon Lex by following the best design practices for conversational AI. You will start by learning the basics of chatbots. Then, you will use Amazon Lex to create a custom chatbot that gets the latest stock market quotes by recognizing the intent in text

Language: Python - Size: 4.88 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

dungtran209/Review-Mining-for-Amazon-App-on-Google-CH-Play

Scrape Reviews about Amazon Shopping App on Google CH Play and Perform Topic Modelling by LDA (Latent Dirichlet Allocation) using Python

Language: Jupyter Notebook - Size: 2.24 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 2

topcat/pubmed-docsim

Code to train a LSI model using Pubmed OA medical documents and to use pre-trained Pubmed models on your own corpus for document similarity.

Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

adithya-subramanian/lda2vec-pytorch

A Pytorch Implementation of LDA2VEC : "Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec"

Language: Python - Size: 1.95 KB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

KhalilMrini/Revisiting-Arab-Spring

A Data Analysis Project on the Tunisian and Egyptian Springs

Language: HTML - Size: 78.6 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 3