Add ctu-bupa

ctu-bupa/README.md

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+---
+tags:
+- relbench
+- relational-deep-learning
+pretty_name: ctu-bupa
+---
+
+# ctu-bupa
+
+Evaluation of patients on liver disorder. Sourced from the CTU Prague Relational Learning Repository (https://relational.fel.cvut.cz/).
+
+## Schema
+
+![schema diagram](schema.svg)
+
+Open [`schema.svg`](schema.svg) for a zoomable view: each table lists all of its columns and types, with primary keys, foreign keys, and the foreign-key edges between tables.
+
+Splits: validation `2262-04-11`, test `2262-04-11` (rows up to a split's timestamp are the inputs for that split).
+
+## Tasks
+
+| task | kind | type | description |
+|---|---|---|---|
+| `bupa-original` | external | binary_classification | Predict the binary `arg2` label of each `bupa`. (random split) |
+
+## Loading
+
+```python
+import relbench
+ds = relbench.load_dataset("ctu-bupa")
+task = relbench.load_task("ctu-bupa", "<task>")
+```
+
+Manifest layout (`manifest.yaml` + plain parquet); see the RelBench [CONTRIBUTING guide](https://github.com/snap-stanford/relbench/blob/main/CONTRIBUTING.md).

ctu-bupa/db/alkphos.parquet

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ctu-bupa/db/bupa.parquet

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ctu-bupa/db/bupa_name.parquet

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ctu-bupa/db/bupa_type.parquet

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ctu-bupa/db/drinks.parquet

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ctu-bupa/db/gammagt.parquet

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ctu-bupa/db/mcv.parquet

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ctu-bupa/db/sgot.parquet

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ctu-bupa/db/sgpt.parquet

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ctu-bupa/manifest.yaml

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+name: ctu-bupa
+manifest_version: 1
+description: Evaluation of patients on liver disorder. Sourced from the CTU Prague Relational Learning Repository (https://relational.fel.cvut.cz/).
+val_timestamp: '2262-04-11'
+test_timestamp: '2262-04-11'
+tables:
+  mcv:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_bupa_name_arg1: bupa_name
+  bupa_type:
+    pkey: __PK__
+    time_col: null
+    fkeys: {}
+  sgot:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_bupa_name_arg1: bupa_name
+  bupa:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_bupa_name_arg1: bupa_name
+      FK_bupa_type_arg2: bupa_type
+  drinks:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_bupa_name_arg1: bupa_name
+  sgpt:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_bupa_name_arg1: bupa_name
+  gammagt:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_bupa_name_arg1: bupa_name
+  alkphos:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_bupa_name_arg1: bupa_name
+  bupa_name:
+    pkey: __PK__
+    time_col: null
+    fkeys: {}

ctu-bupa/tasks/bupa-original/manifest.yaml

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+name: bupa-original
+kind: external
+task_type: binary_classification
+description: Predict the binary `arg2` label of each `bupa`. (random split)
+entity_table: bupa
+entity_col: __PK__
+target_col: arg2
+timedelta: 0 days
+manifest_version: 1

ctu-bupa/tasks/bupa-original/test.parquet

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ctu-bupa/tasks/bupa-original/train.parquet

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ctu-bupa/tasks/bupa-original/val.parquet

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