While DSMLP and Research Cluster operations move into PARASOL, some documents, commands, or hostnames may still use the older names. Updates are expected to be complete by the end of Summer 2027. See From DSMLP to PARASOL.
Grading¶
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. |