adrianbontea/ml-experiments repository overview

Experiments with various regression and classification algorithms using Scikit-Learn and TensorFlow frameworks.

Specify the experiment to run via the command line when starting a container from the image. Currently supported values:

• data_analysis
• preprocessing
• models
• binary_classification
• multiclass_classification
• multilabel_classification
• multioutput_classification
• whitebox_linear_regression
• whitebox_polynomial_regression
• whitebox_logistic_regression
• svm_linear_classification
• svm_non_linear_classification
• svm_linear_regression
• svm_non_linear_regression
• decision_tree_visualization
• decision_tree_regularization
• decision_tree_regression
• voting_classifier
• bagging_pasting
• random_forest
• ada_boosting
• stacking