waynehamadi / koaning

🙂 Vincent D. Warmerdam                                                                             
┣━━ 📦 Open Source Packages                                                                         
┃   ┣━━ doubtlab       - suite of tools to find bad labels                                          
┃   ┣━━ scikit-lego    - lego bricks for sklearn                                                    
┃   ┣━━ scikit-partial - partial_fit() pipelines for sklearn                                        
┃   ┣━━ scikit-bloom   - bloom transformers for sklearn                                             
┃   ┣━━ embetter       - embeddings ready for sklearn                                               
┃   ┣━━ bulk          - simple bulk labelling interface                                             
┃   ┣━━ human-learn    - rule-based components for sklearn                                          
┃   ┣━━ simsity        - a super simple similarities service                                        
┃   ┣━━ icepickle      - cool and safe storage for linear models                                    
┃   ┣━━ drawdata       - draw datasets in jupyter                                                   
┃   ┣━━ mktestdocs     - turn markdown files into pytest tests                                      
┃   ┣━━ memo           - saves a whole log of time                                                  
┃   ┣━━ clumper        - functional API for lists of dicts                                          
┃   ┣━━ skedulord      - makes cron a bit more fun                                                  
┃   ┣━━ durations      - pytest duration insights                                                   
┃   ┣━━ justcharts.js  - hosting vegalite charts, just easier                                       
┃   ┗━━ evol           - grammar for genetic heuristics                                             
┣━━ 🔬 Experiments                                                                                  
┃   ┣━━ valves         - general .pipe()-lines                                                      
┃   ┣━━ akin           - sort based on zero-shot similarities                                       
┃   ┣━━ tjek           - tjek changes with the main branch                                          
┃   ┣━━ gitlit         - tracking github action times across open source                            
┃   ┣━━ sentimany      - many sentiment models, one repo                                            
┃   ┣━━ scikit-teach   - some active learning benchmarks                                            
┃   ┣━━ tokenwiser     - sklearn token tricks                                                       
┃   ┣━━ benchmarks     - some random, but intersting, benchmarks                                    
┃   ┗━━ whatlies       - word embeddings for sklearn pipelines                                      
┣━━ 👍 Contributions                                                                                
┃   ┣━━ fairlearn      - contributed the CorrelationFilter                                          
┃   ┣━━ polars         - contributed the .pipe() method                                             
┃   ┗━━ BERTopic       - added lightweight sklearn pipeline support                                 
┣━━ ⭐ Online Projects                                                                              
┃   ┣━━ koaning.io     - personal blog                                                              
┃   ┣━━ calmcode.io    - dev education service                                                      
┃   ┗━━ dearme.email   - reflection service                                                         
┣━━ 🎙️ Popular Talks                                                                                 
┃   ┣━━ Group-by statements that save the day                                                       
┃   ┣━━ Tools to Improve Training Data                                                              
┃   ┣━━ Optimal on Paper, Broken in Reality                                                         
┃   ┣━━ Playing by the Rules-Based-Systems                                                          
┃   ┣━━ How to Constrain Artificial Stupidity                                                       
┃   ┣━━ The Profession of Solving the Wrong Problem                                                 
┃   ┣━━ Winning with Simple, even Linear, Models                                                    
┃   ┗━━ Untitled12.ipynb                                                                            
┗━━ 👨‍💻 Employer                                                                                   
    ┣━━ 💥 Explosion  - developer tools for ml                                                      
    ┃   ┣━━ openai-prodigy - Prodigy recipe that uses OpenAI                                        
    ┃   ┣━━ cluestar       - inspiration for your first text labels                                 
    ┃   ┗━━ spacy-report   - reports for spaCy models                                               
    ┗━━ 🤖 Rasa       - conversational software                                                     
        ┣━━ nlu examples      - custom nlu components for Rasa                                      
        ┣━━ taipo             - data augmentation tools                                             
        ┗━━ algo whiteboard   - nlp education                                                       

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