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╔═══════════════════ Hi 👋 I'm Maarten ════════════════════╗ 😄 Maarten Grootendorst                 
║ A psychologist turned data scientist who is passionate   ║ ┣━━ 🐍 Packages                         
║ about using artificial intelligence to make the world a  ║ ┃   ┣━━ BERTopic                        
║ slightly better place. I enjoy working on open source    ║ ┃   ┣━━ KeyBERT                         
║ projects and writing AI-related articles on Medium.      ║ ┃   ┣━━ PolyFuzz                        
║                                                          ║ ┃   ┣━━ Concept                         
║ Follow me on Twitter and LinkedIn.                       ║ ┃   ┗━━ VLAC                            
║                                                          ║ ┗━━ 📘 Popular Articles                 
║ Feel free to ask me anything!                            ║     ┣━━ 9 Distance Measures             
╚══════════════════════════════════════════════════════════╝     ┣━━ Keyword Extraction with BERT    
                                                                 ┣━━ Topic Modeling with BERT        
                                                                 ┗━━ Unit Testing for Data Scientists

Maarten Grootendorst's Projects

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

bertopic icon bertopic

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

bertopic_evaluation icon bertopic_evaluation

Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*

concept icon concept

Concept Modeling: Topic Modeling on Images and Text

ctfidf icon ctfidf

Creating class-based TF-IDF matrices

keybert icon keybert

Minimal keyword extraction with BERT

ml-api icon ml-api

Guide on creating an API for serving your ML model

polyfuzz icon polyfuzz

Fuzzy string matching, grouping, and evaluation.

reinlife icon reinlife

Creating Artificial Life with Reinforcement Learning

reviewer icon reviewer

Tool for extracting and analyzing IMDB reviews

soan icon soan

Social Analysis based on Whatsapp data

spacy icon spacy

💫 Industrial-strength Natural Language Processing (NLP) in Python

streamlit_guide icon streamlit_guide

A guide on creating and deploying your Streamlit application to Heroku

unittesting icon unittesting

Guide for applying Unit Testing in data-driven projects

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