https://github.com/mwrites/kaggle

Walkthroughs of Kaggle Competitions
https://github.com/mwrites/kaggle

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Walkthroughs of Kaggle Competitions

• Host: GitHub
• URL: https://github.com/mwrites/kaggle
• Owner: mwrites
• License: mit
• Created: 2024-06-17T13:59:53.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-09-05T11:35:27.000Z (2 months ago)
• Last Synced: 2024-10-12T01:30:29.761Z (about 1 month ago)
• Language: Jupyter Notebook
• Homepage: https://www.kaggle.com/competitions
• Size: 1.42 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Walkthroughs of Kaggle Competitions

[https://www.kaggle.com/mwrites](https://www.kaggle.com/mwrites)

Step by step solutions for kaggle competitions

| Competition                           | Solution              | Score     |

|---------------------------------------|-----------------------|-----------|

| [poisonous mushrooms](./fast-and-poisonous-simple-tricks-to.ipynb)  | Optuna + Cudf + XGBoost | 0.98478 |

| [insurance cross selling](./insurance_cross_selling.ipynb)  | Entity Embeddings, XGBoost, Target Encoding | 0.87080 |

| [disaster tweets](./tweet_disasters_nlp.ipynb)                       | AWD LSTM              | 0.79558   |

| [paddy disease classification]()          | ConvNext Multi-labels | 0.96808   |

| [us-patent-phrase-to-phrase-matching](./us_patent_phrase_matching_nlp.ipynb)   | NLP ULMFit            | 0.7812    |