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MaartenGr/README.md
╔═══════════════════ Hi 👋 I'm Maarten ════════════════════╗ 😄 Maarten Grootendorst                                    
 A psychologist turned data scientist who is passionate    ┣━━ 📖 Book Author                                         
 about using AI to make the world a slightly better        ┃   ┗━━ Hands-On Large Language Models                     
 place. I enjoy working on open source projects and        ┣━━ 🧙‍♂️ Open Sourcerer                                     
 writing (visual) AI-related articles on my newsletter.    ┃   ┣━━ BERTopic                                           
                                                           ┃   ┣━━ KeyBERT                                            
 Follow me on Twitter and LinkedIn.                        ┃   ┗━━ PolyFuzz                                           
                                                           ┣━━ 📘 Demystifying AI                                     
 Feel free to ask me anything!                             ┃   ┣━━ A Visual Guide to LLM Agents                       
╚══════════════════════════════════════════════════════════╝ ┃   ┣━━ A Visual Guide to Reasoning LLMs                   
                                                             ┃   ┣━━ A Visual Guide to Mixture of Experts               
                                                             ┃   ┣━━ A Visual Guide to Quantization                     
                                                             ┃   ┗━━ A Visual Guide to Mamba                            
                                                             ┗━━ 📖 Course Author                                       
                                                                 ┣━━ DeepLearning.AI | How Transformer LLMs Work        
                                                                 ┗━━ Analytics Vidhya | Building Smarter LLMs with Mamba

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  1. BERTopic BERTopic Public

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

    Python 7k 850

  2. HandsOnLLM/Hands-On-Large-Language-Models HandsOnLLM/Hands-On-Large-Language-Models Public

    Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

    Jupyter Notebook 14.3k 3.4k

  3. KeyBERT KeyBERT Public

    Minimal keyword extraction with BERT

    Python 4k 375

  4. PolyFuzz PolyFuzz Public

    Fuzzy string matching, grouping, and evaluation.

    Python 780 72

  5. Concept Concept Public

    Concept Modeling: Topic Modeling on Images and Text

    Python 216 18

  6. soan soan Public

    Social Analysis based on Whatsapp data

    Python 149 69