This section is for instructors and TAs who grade assignments in a Datahub course. Start with the choice of grading tool, then follow the nbgrader workflow from creating an assignment to importing grades into Canvas.
| Page | Covers |
|---|---|
| Choosing a Grading Tool & Interface | nbgrader, Otter-Grader, and the Gradescope Autograder compared; nbgrader on Datahub; and the Jupyter interfaces that support nbgrader. |
| Notebook Grading Workflow | The grader account, creating an assignment, marking up cells, releasing and collecting, autograding and feedback, exporting grades, and importing into Canvas. |
| Common Grading Failures & Recovery | Validation and metadata errors, export failures, grader environment failures, missing submissions and students, a missing Formgrader menu, and opening a support ticket. |