Most examples are adapted from the SageMaker example repository.
| ID | Levl | Data | Problem | Built-in Algo | ML Framework | Custom Algo | Custom Infer | Custom Container | Extra lib | Param tuning | Model monitor |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | 0 | Churn | Cls | AutoPilot | |||||||
| 02 | 1 | BH* | Reg | XGB | Yes | ||||||
| 03 | 1 | BH* | Reg | SKLearn | RF-MLP | Input | RF params | ||||
| 04 | 2 | BH* | Reg | PyTorch | MLP | Input | Plotting | NN-arch | |||
| 05 | 3 | Census | Cls | FastAI | Tabular | Pred | |||||
| 06 | 4 | IRIS | Cls | SKLearn | Ubuntu:16.04 | ||||||
| * Boston Housing |