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| DTRlearn-package | Dynamic Treatment Regimens Learning |
| DTRlearn | Dynamic Treatment Regimens Learning |
| make_2classification | Data Simulation for 2 stages |
| make_classification | Data Simulation for single stage |
| Olearning | Multiple stage Improved Olearning |
| Olearning_Single | Improved single stage O-learning with cross validation |
| Plearning | Plearning |
| plot.linearcl | Plot coefficients for SVM with linear kernel |
| plot.qlearn | Plot the linear coefficients of interaction |
| predict.linearcl | Predict |
| predict.qlearn | Predict optimal treatment by Qlearning |
| predict.rbfcl | Predict |
| Qlearning | Q-learning |
| Qlearning_Single | Single Stage Q learning |
| wsvm | weighted SVM |