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|**PDF**|**{{lms_name}}**| N |[Y][lms-similarity]|[Y][annotation]| N | Y | Students are comfortable with {{lms_name}}; avoids "works on my machine" |[Plotly needs extra packages][kaleido] and is [fragile][fragile]|
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|**HTML**|**{{lms_name}}**| N |[Y][lms-similarity]|[N][annotation]| Kinda - need to be downloaded | Y | Students are comfortable with {{lms_name}}; avoids "works on my machine" |[Plotly rendering broken in v6.0.0][html-render]; long outputs can only be made scrollable by the student |
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|**Notebook**|**{{lms_name}}**| N |[N][lms-similarity]|[N][annotation]| Kinda - need to be downloaded | Y | Students are comfortable with {{lms_name}} ||
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|**Notebook**|[**Gradescope**][gradescope]|[Y][gs-autograder]|[N][gs-similarity]| N |[Kinda][gs-interactive] - need to be downloaded | Y | Supported by both schools ||
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|**Notebook**|[**Nbgrader**][nbgrader]| Y | N | Y | Y | N | Pre-installed in NYU {{coding_env_name}} ||
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|**Notebook**|[**Otter Grader**][otter-grader]| Y | N |[Kinda - through PDFs][otter-manual]| N - [manual grading is through PDFs][otter-manual]| N | Built by Jupyter experts | Optimized for autograding over manual feedback |
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\*Interactive plots, tables are scrollable (horizontally/vertically), long outputs can be made scrollable (ideally by the {{assistant_name}})
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