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https://github.com/somjit101/nlp-casestudy-quora-question-similarity
An application of NLP and classical ML algorithms to an interesting real-world use case of predicting similarity between two questions on Quora. This allows the platform to combine similar questions into one and combine their answers to avoid duplication and unnecessary confusion.
https://github.com/somjit101/nlp-casestudy-quora-question-similarity
cross-validation feature-engineering feature-extraction gradient-boosting kaggle logistic-regression machine-learning model-calibration natural-language-processing nlp quora-question-pairs scikit-learn svm text-mining xgboost
Last synced: 7 days ago
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An application of NLP and classical ML algorithms to an interesting real-world use case of predicting similarity between two questions on Quora. This allows the platform to combine similar questions into one and combine their answers to avoid duplication and unnecessary confusion.
- Host: GitHub
- URL: https://github.com/somjit101/nlp-casestudy-quora-question-similarity
- Owner: somjit101
- Created: 2021-07-05T19:14:30.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2021-09-20T07:32:51.000Z (over 3 years ago)
- Last Synced: 2024-11-16T03:29:37.369Z (2 months ago)
- Topics: cross-validation, feature-engineering, feature-extraction, gradient-boosting, kaggle, logistic-regression, machine-learning, model-calibration, natural-language-processing, nlp, quora-question-pairs, scikit-learn, svm, text-mining, xgboost
- Language: Jupyter Notebook
- Homepage:
- Size: 52.4 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 1