| --- |
| pretty_name: mind-data |
| license: mit |
| viewer: false |
| configs: |
| - config_name: Assist17 |
| data_files: "Assist17/response.csv" |
| default: true |
| - config_name: FrcSub |
| data_files: "FrcSub/response.csv" |
| - config_name: Math1 |
| data_files: "Math1/response.csv" |
| - config_name: Junyi734 |
| data_files: "Junyi734/response.csv" |
| - config_name: Math2 |
| data_files: "Math2/response.csv" |
| - config_name: Matmat |
| data_files: "Matmat/response.csv" |
| - config_name: NeurIPS20 |
| data_files: "NeurIPS20/response.csv" |
| - config_name: XES3G5M |
| data_files: "XES3G5M/response.csv" |
| --- |
| |
| # mind-data |
|
|
| Raw cognitive diagnosis datasets prepared for `mind-toolkit`. |
|
|
| Each supported dataset is exposed as an individual Hugging Face configuration (subset). The Hub Dataset Viewer is intentionally disabled because these files are raw response logs and auxiliary matrices rather than human-friendly preview tables. |
|
|
| ## Structure |
|
|
| Each dataset is stored in its own folder. Core files use a shared naming convention: |
|
|
| - `response.csv`: raw response triplets `(entity_id, exercise_id, label)` |
| - `q_matrix.csv`: exercise-knowledge incidence matrix |
| - `metadata.yaml`: dataset statistics and auxiliary file manifest |
|
|
| Some datasets also include extra structured files when the source provides them, for example: |
|
|
| - `semantic_relation.csv` |
| - `concept_hierarchy.csv` |
|
|
| These files are retained only when they contain reusable task information beyond the basic response log and Q-matrix. |
|
|
| ## Included datasets |
|
|
| - Assist17 |
| - FrcSub |
| - Math1 |
| - Junyi734 |
| - Math2 |
| - Matmat |
| - NeurIPS20 |
| - XES3G5M |
|
|
| ## Notes |
|
|
| This repository stores raw, unsplit data. Train/validation/test splitting is handled by `mind-toolkit` at experiment time. |
|
|
