pydata-dal-2015
Pydata Dallas 2015 Scikit-Learn Tutorial
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Download Latest Version (.zip)- bank-full.csv
- bank-names.txt
- bank.csv
- ar.txt
- cn.txt
- de.txt
- en.txt
- es.txt
- fr.txt
- ru.txt
- tr.txt
- artists-tags.txt
- churn.csv
- nyt_title_data.csv
- SMSSpamCollection
- titanic.csv
- userart-mat-test.csv
- userart-mat-training.csv
- .gitignore
- 0. Setup of Libraries and Version Numbers.ipynb
- 1. Scikit Learn - Introduction to Supervised Learning Problem and Cross Validation.ipynb
- 2. Scikit Learn - Parameter Search via Grid Search.ipynb
- 3. Scikit Learn - Parameter Search via Randomized Parameter Search.ipynb
- 4. Scikit Learn - Pipeline.ipynb
- 5. Scikit Learn - Distance Functions and Scoring Functions.ipynb
- 6. Scikit Learn - Feature Unions.ipynb
- 7. Scikit Learn - Generalization and Model Selection.ipynb
- 8. Scikit Learn - Out of Core Learning via partial_fit.ipynb
- 9. Scikit Learn - Deployment.ipynb
- Language Detector.ipynb
- load.py
- README.md
// repository documentation
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