latent-dirichlet-allocation | Topic

Topic: "latent-dirichlet-allocation"

RubensZimbres/Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

Language: Python - Size: 40.4 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1,191 - Forks: 677

dselivanov/text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

Language: R - Size: 46.2 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 863 - Forks: 133

MIND-Lab/OCTIS

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

Language: Python - Size: 168 MB - Last synced at: 14 days ago - Pushed at: 11 months ago - Stars: 770 - Forks: 113

bab2min/tomotopy

Python package of Tomoto, the Topic Modeling Tool

Language: C++ - Size: 2.33 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 578 - Forks: 63

james-bowman/nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

Language: Go - Size: 396 KB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 445 - Forks: 45

keyATM/keyATM

An R package for Keyword Assisted Topic Models

Language: R - Size: 50.1 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 110 - Forks: 15

lettier/lda-topic-modeling

A PureScript, browser-based implementation of LDA topic modeling.

Language: PureScript - Size: 109 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 104 - Forks: 17

narayanan2004/GraphMat

GraphMat graph analytics framework

Language: C++ - Size: 5.25 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 97 - Forks: 41

jonaschn/awesome-topic-models

✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)

Size: 53.7 KB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 96 - Forks: 8

ArtificiAI/Multilingual-Latent-Dirichlet-Allocation-LDA

A Multilingual Latent Dirichlet Allocation (LDA) Pipeline with Stop Words Removal, n-gram features, and Inverse Stemming, in Python.

Language: Python - Size: 86.9 KB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 84 - Forks: 29

ahmedbesbes/How-to-mine-newsfeed-data-and-extract-interactive-insights-in-Python

A practical guide to topic mining and interactive visualizations

Language: HTML - Size: 17.2 MB - Last synced at: 18 days ago - Pushed at: about 7 years ago - Stars: 75 - Forks: 49

andrewtavis/kwx

BERT, LDA, and TFIDF based keyword extraction in Python

Language: Python - Size: 12.3 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 73 - Forks: 10

ycatsh/connor

A starting take on a fast and local utility that organizes files based on their textual content using NLP

Language: Python - Size: 13.1 MB - Last synced at: about 20 hours ago - Pushed at: 2 months ago - Stars: 66 - Forks: 1

ankane/tomoto-ruby

High performance topic modeling for Ruby

Language: C++ - Size: 138 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 65 - Forks: 3

stepthom/lucene-lda

Using latent Dirichlet allocation (LDA) in Apache Lucene

Language: C++ - Size: 16.3 MB - Last synced at: about 1 year ago - Pushed at: over 12 years ago - Stars: 58 - Forks: 23

Sarthakjain1206/Intelligent_Document_Finder

Document Search Engine Tool

Language: Python - Size: 56.3 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 57 - Forks: 13

pesoto/Text-Analysis

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

Language: Jupyter Notebook - Size: 461 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 54 - Forks: 29

kzhai/PyLDA

A Latent Dirichlet Allocation implementation in Python.

Language: Python - Size: 72.9 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 52 - Forks: 22

KenHBS/LDA_thesis

Hierarchical, multi-label topic modelling with LDA

Language: Python - Size: 40.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 17

mattmurray/topic_modelling_financial_news

Topic modelling on financial news with Natural Language Processing

Language: Jupyter Notebook - Size: 3.78 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 50 - Forks: 21

TrainingByPackt/Natural-Language-Processing-Fundamentals

Use Python and NLTK to build out your own text classifiers and solve common NLP problems

Language: Jupyter Notebook - Size: 362 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 47 - Forks: 48

silviatti/topic-model-diversity

A collection of topic diversity measures for topic modeling

Language: Python - Size: 30.3 KB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 45 - Forks: 5

victor7246/jointtsmodel

Library of Joint Topic-Sentiment Models

Language: Python - Size: 240 KB - Last synced at: 30 days ago - Pushed at: over 4 years ago - Stars: 33 - Forks: 10

SSQ/Coursera-UW-Machine-Learning-Clustering-Retrieval

Language: Python - Size: 81.9 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 28 - Forks: 28

kjahan/twitter_mining

Twitter Mining in Java

Language: Java - Size: 348 KB - Last synced at: almost 2 years ago - Pushed at: almost 11 years ago - Stars: 25 - Forks: 18

suderoy/PREREQ-IAAI-19

Inferring Concept Prerequisite Relations from Online Educational Resources (IAAI-19)

Language: C - Size: 5.04 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 10

arsena-k/discourse_atoms

How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119

Language: Jupyter Notebook - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 5

evanm31/twittR

R Shiny app for tweet analysis

Language: R - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 7

katreparitosh/Discourse-Analytics-of-Political-Speech-Transcripts

Political Discourse Analysis (PDA) of Political Speech Transcripts using Natural Language Processing (NLP)

Language: Jupyter Notebook - Size: 22.7 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 15 - Forks: 1

vikram-mm/Multimodal-Image-Retrieval

Explores early fusion and late fusion approaches for Multimodal medical Image Retrieval

Language: Python - Size: 4.48 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 6

shaheen-syed/LDA

Perform Latent Dirichlet Allocation on scientific articles with Gensim

Language: Python - Size: 13 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 15 - Forks: 9

abeermohamed1/Recommender-System

Implementation of Inferring Networks of Substitutable and Complementary Products Model paper

Language: Python - Size: 1.54 MB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 3

eea/eea.corpus

Machine Learning and Natural Language Processing of the EEA Corpus via spaCy, Textacy and pyLDAvis and other useful NLP algorithms.

Language: Python - Size: 9.42 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 2

contefranz/OpTop

Optimal topic identification from a pool of Latent Dirichlet Allocation models

Language: R - Size: 327 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 0

ahmadfaizalbh/Meetup-Resources

All files, presentations and documents used in workshops, meetups and seminars

Language: Jupyter Notebook - Size: 93.8 KB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 14 - Forks: 14

divyansha1115/Text-classification-using-LDA-and-GCN

Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Created semantic rich features by using Text GCN and topic modeling based approach-LDA which are then fed into a novel classification model.

Language: Jupyter Notebook - Size: 129 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 6

rktamplayo/AutoSense

[AAAI2019] AutoSense Model for Word Sense Induction

Language: Java - Size: 5.06 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 5

bpw1621/streamlit-topic-modeling

Topic modeling streamlit app.

Language: Python - Size: 2.39 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 12 - Forks: 4

evan-l-munson/saotd

Sentiment Analysis of Twitter Data (saotd)

Language: R - Size: 95.4 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 12 - Forks: 9

JonasRieger/rollinglda

A rolling version of the Latent Dirichlet Allocation.

Language: R - Size: 1.19 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 3

raymond180/FINRA_TRACE

Research project on Financial Industry Regulatory Authority (FINRA) Trade Reporting and Compliance Engine (TRACE) academic version

Language: Jupyter Notebook - Size: 25.4 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 8

tonyjward/trends-in-data-science

The objective of this project is to monitor the trends in data science job opportunities. We achieve this through scraping of the jobserve website.

Language: R - Size: 6.37 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 3

huyhoang17/LDA_Viblo_Recommender_System

Simple Recommender System for Viblo Website using LDA (Latent Dirichlet Allocation)

Language: Jupyter Notebook - Size: 967 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 12 - Forks: 11

leibniz-psychology/psychtopics

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

Language: R - Size: 13.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 4

elleros/text-classification-challenge

Supervised text classification

Language: Jupyter Notebook - Size: 252 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 11 - Forks: 8

darren7753/vidio_google_play_store_reviews

Analyzing Google Play Store reviews of the Indonesian streaming platform Vidio through topic modeling with the assistance of GPT.

Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 1

MohammadForouhesh/latent-aspect-detection

Code and models for the paper "Latent Aspect Detection from Online Unsolicited Customer Reviews"

Language: Python - Size: 41.3 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 2

bademiya21/Topic-Modeling-with-Automated-Determination-of-the-Number-of-Topics

My version of topic modelling using Latent Dirichlet Allocation (LDA) which finds the best number of topics for a set of documents using ldatuning package which comes with different metrics

Language: R - Size: 272 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 0

valentinarho/lda-rest

REST web service to compute and query Latent Dirichlet Allocation models

Language: Python - Size: 2.48 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 3

chen0040/java-lda

Package provides java implementation of the latent dirichlet allocation (LDA) for topic modelling

Language: Java - Size: 1.18 MB - Last synced at: 3 months ago - Pushed at: about 8 years ago - Stars: 10 - Forks: 4

webis-de/DADT

Implementation of Disjoint Author-Document Topic Model

Language: Python - Size: 61.5 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 2

robolab-pavia/slr-kit

slr-kit is a framework to support the analysis of scientific literature based on topic modeling, allowing to extract useful statistics

Language: Python - Size: 923 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 2

JonasRieger/ldaPrototype

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

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

amitabh27/GE-Healthcare

Team - Brogrammers. Won cash prize of INR 20000 at GE Healthcare Challenge

Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

amitabh27/IBM_Hack_Challenge

Team - Brogrammers. 1st Prize - IBM Hack Challenge - Problem Statement #3 - Help me with my mood

Language: Jupyter Notebook - Size: 60.2 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 3

aapetukhov/Spam-Messages-Detection

Project building ML & DL models to detect spam messages.

Language: Jupyter Notebook - Size: 68.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 7 - Forks: 0

giocoal/reddit-tldr-summarizer-and-topic-modeling

Extreme Extractive Text Summarization and Topic Modeling (using LSA and LDA techniques) over Reddit Posts from TLDRHQ dataset.

Language: Python - Size: 52.5 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

andreped/adverse-events

IEEE BIBM 2021: Bayesian optimization-guided topic modeling for automatic detection of sepsis-related events from free text

Language: Python - Size: 73.2 KB - Last synced at: about 6 hours ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 3

thakur-nandan/topic-modeling

This repository contains as intuitive example on topic-modeling using regular LDA, and how GuidedLDA is better than regular LDA

Language: Jupyter Notebook - Size: 126 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 6

MIT-LCP/Shakespeare-Method

The Shakespeare-Method repository contains the code we used to develop a new method to identify attributed and unattributed potential adverse events using the unstructured notes portion of electronic health records.

Language: HTML - Size: 2.49 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

vrjkmr/arxiv-topic

Detecting topic clusters in arXiv ML papers.

Language: Jupyter Notebook - Size: 211 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 3

alfredtangsw/steamvox

For days when you're asked to read 10,000 reviews to understand how players feel about your video game.

Language: Jupyter Notebook - Size: 29.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 0

abitter/PTOS

Practices and Tools of Open Science: Topic Modeling

Language: R - Size: 2.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 1

RobbenRibery/TuoTuo

TuoTuo is a Topic Modeling library for Researchers and Engineers

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: 30 days ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

mathworks/COVID-19_TextAnalytics_MATLAB

Size: 1.07 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

Bekyilma/Personalized-Visual-Art-Recommendation

Personalized Visual Art Recommendation by Learning Latent Semantic Representations

Language: Jupyter Notebook - Size: 39.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

abhishek9sharma/EASE17Scripts

Automatic Topic Extraction of GitHub Repos

Language: Jupyter Notebook - Size: 131 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 2

xandercai/papers-past-topic-modeling

Topic Modeling on Historical Newspapers of New Zealand

Language: Jupyter Notebook - Size: 118 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 5

tomfran/caselaw-temporal-analysis

Temporal analysis of legal texts via topic modelling and temporal word embeddings

Language: Jupyter Notebook - Size: 13 MB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

serkanars/turkishtopicmodeling

Türkçe metinlerde konu modellemesi için tahminleme çalışması.

Language: Jupyter Notebook - Size: 686 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

minatosato/topic-model

Cythonized implementation of Topic modeling.

Language: Python - Size: 24.4 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

TrainingByPackt/Natural-Language-Processing-Fundamentals-eLearning

Build intelligent applications that can interpret the human language to deliver impactful results

Language: Jupyter Notebook - Size: 285 MB - Last synced at: 2 months ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 14

stathwang/LCARS

Location-Content-Aware Recommender System in Python and R

Language: Python - Size: 909 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 2

m-clark/topic-models-demo

Demonstration of a standard topic model approach

Language: R - Size: 9.69 MB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 6 - Forks: 4

RudreshVeerkhare/Recruitment-Assisting-Platform

Recruitment Assisting Platform, an ML and NLP based System to classify resumes into potential job positions.

Language: Python - Size: 9.22 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 3

jpes707/safegraph-simulation

Codebase for SIGSPATIAL ARIC 2020: Data-Driven Mobility Models for COVID-19 Simulation

Language: Python - Size: 38.7 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 4

PuzaTech/Fugue

A research package for topic modeling

Language: Java - Size: 5.15 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

antoine-moulin/datastream-learning

Thanks to Latent Dirichlet Allocation and the ADWIN Algorithm, we realize topic modeling and concept drift detection among a corpus.

Language: Python - Size: 25.7 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 1

advaitsave/Text-preprocessing-and-classification

IMDB Movie Reviews - Text preprocessing and classification. Includes BOW model, TF_IDF, VADER entiment analysis, Topic Modelling using Latent Dirichlet Allocation and Word Embeddings. (Python)

Language: Jupyter Notebook - Size: 337 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 5

harishaaram/Topic-Modeling

An Unbiased Examination of Federal Reserve Meeting minutes

Language: Jupyter Notebook - Size: 6.57 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 3

nagarmayank/twitter_sentiment_analysis

sentiment analysis and topic modelling

Language: Python - Size: 1.6 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 5 - Forks: 2

ArkinDharawat/JournalTopicModel

Project to develop a recommendation system for scientific papers using databases and unsupervised topic models

Language: Python - Size: 209 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

y-ota/LDA-ts

A TypeScript implementation of Topic modeling (LDA: Latent Dirichlet Allocation)

Language: TypeScript - Size: 558 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 2

jchen006/shenanigans

Recipe hacking

Language: Python - Size: 44.5 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

wildlyclassyprince/data-playground 📦

Data analysis projects

Language: Jupyter Notebook - Size: 367 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

shan18/Topic-Based-Image-Captioning

Caption generation from images using topics as additional guiding inputs.

Language: Python - Size: 8.38 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

Hishok/Impact-of-News-Headlines-on-Stock-Indices

Investigate the impact of general news headlines on Stock Indices

Language: HTML - Size: 4.61 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2

kjahan/lda

Extracting Hidden Topics from Texts using LDA Model

Language: Java - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 3

wisnukurniawan/topic-modeling-chat-message

Automation topic modeling for Indonesian chat message using gensim LDA

Language: Python - Size: 171 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 3

tanveertshaikh/LDA-topic-modeling

📝 Topic Modeling in Python with NLTK and Gensim

Language: Jupyter Notebook - Size: 13 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 1

satyakamacodes/Early-estimation-of-protest-time-spans-Using-NLP-Topic-Modeling

Protests and agitations have long used as means for showing dissident towards social, political and economic issues in civil societies. In recent years we have witnessed a large number of protests across various geographies. Not to be left behind by similar trends in the rest of the world, South Africa, in recent years have witnessed a large number of protests. This paper uses the English text description of the protests to predict their time spans/durations. The descriptions consist of multiple causes of the protests, courses of actions etc. Next we used unsupervised (topic modeling) and supervised learning (decision trees) to predict the duration of protests. The results are very promising and close to 90% of accuracy in early predicting of the duration of protests.

Language: R - Size: 166 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 5

kcentric/deep_nlp_on_sf_literature

Multi-pronged, multi-stage analysis of a 3.5M-sentences science fiction corpus using optimized NLP, with NER techniques, LDA modeling and LLM integration. After final commit, will be able to run a main file to generate a visualization of results on-demand. Modularized and documented code that can easily be reused/refitted for other kinds of corpii.

Language: Python - Size: 11.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

vahadruya/Capstone-Project-Unsupervised-ML-Topic-Modelling

The project explores a dataset of 2225 BBC News Articles and identifies the major themes and topics present in them. Topic Modeling algorithms such as Latent DIrichlet Allocation and Latent Semantic Analysis have been implemented. Effetiveness of the method of vectorization has also been explored

Language: Jupyter Notebook - Size: 22.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

fausa/Bias_Detection_in_Journalism

A Natural Language Processing Project: Use NewsAPI to gather URL's of news articles, along with webscraping, gather news articles and generate a bias classifier to then run on news sources that are considered "centered" by AllSides Media to determine the validity of that classification.

Language: Jupyter Notebook - Size: 94.3 MB - Last synced at: 8 months ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 1