TopicBlob: Simplified Topic Modeling

TopicBlob is a Python 3 library for processing textual data. It provides a simple API for diving into common natural language processing (NLP) tasks around topic modeling such as finding similar documents and provide a list of topics given input text.

Here is a live demo of TopicBlob working on wikipedia pages
https://share.streamlit.io/banjtheman/topicblob/main/topicblob_st.py

TopicBlob leverages NLTK, pandas, and gensim , for the heavy lifting

Features

• Topic Extraction
• Similarity Search
• BM25 search ( word ranking search)
• Topic Search

Get it now

$ pip install topicblob 

Requirements

• Python >= 3.5

Docker Setup

• Ensure you have (docker)[https://www.docker.com/] installed locally.
• Build local Docker Image docker build -t topicblob:local .
• Run App (Simply runs the example.py module) docker run topicblob:local