- "Taraburca Radu grupa 383" rtaraburca@yahoo.com
- "Vlasie Rares grupa 383" vlasierares@gmail.com
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Lab 2 => Simple tasks using NumPy and tasks with functions
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Lab 3 => Exercises ipywidgets
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Lab 4 => Pandas exercises
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Lab 6 => Classification models
- Gaussian Naive bayes
- KNN
- SVM
- Decision tree
- Random forest
Used datasets:
- Semion_dataset
- Spambase
- Mammographic_masses
- Wine
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Lab 9 => Regression models
- Linear Regression
- KNeighbors Regressor
- Decision Tree Regressor
- SVR
- MLPRegressor
Used datasets:
- Boston Housing
- CPU Computer Hardware
- Communities and Crime
- Wisconsin Breast Cancer
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Lab 11 => Regression on 2 datasets Used datasets:
- SSMS
- sentiment labelled sentences