Sklearn
- StandardScaler: Standardize features by removing the mean and scaling to unit variance
Model turning and selection: GridSearchCV -> which is essentially hyper-parameter tuning
- Linear
- Ridge
- Lasso
- ElasticNet
- SGD
- DecisionTree
- RandomForest
- SVR (Support Vector Regression)
GridSearchCV: Using n_jobs to utilization multicore processing power