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