topicmodeling

oolong 🍵 : create and administrate validation tests for typical automated content analysis tools.

A Jupyter notebook on implementation of Latent Semantic Analysis (A Topic Modelling Algorithm) in python.

Determine a Prototype from a number of runs of Latent Dirichlet Allocation (LDA) measuring its similarities with S-CLOP: A procedure to select the LDA run with highest mean pairwise similarity, which is measured by S-CLOP (Similarity of multiple sets by Clustering with Local Pruning), to all other runs.

Sentiment on K-12 Learning during COVID-19

Topic Modeling of NIPS Papers

Applied the LDA Algorithm on the data extracted from Wikivoyage page for each city.

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.

Crowdsourcing Analysis of Bank Application Reviews

This Repository is good source for Machine Learning Basics in Python

text mining classifier, clustering including pipeline, preprocessing

Search Engine that returns list of songs and lyrics matching a user's inputted mood

Slides for Topic Modeling Workshop