API reference
from semsynth.datasets import DatasetSpec, load_dataset
spec = DatasetSpec(provider="uciml", id=45)
payload = load_dataset(spec)
payload.frame.head(3)
| age | sex | cp | trestbps | chol | fbs | restecg | thalach | exang | oldpeak | slope | ca | thal | num | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 63 | 1 | 1 | 145 | 233 | 1 | 2 | 150 | 0 | 2.3 | 3 | 0.0 | 6.0 | 0 |
| 1 | 67 | 1 | 4 | 160 | 286 | 0 | 2 | 108 | 1 | 1.5 | 2 | 3.0 | 3.0 | 2 |
| 2 | 67 | 1 | 4 | 120 | 229 | 0 | 2 | 129 | 1 | 2.6 | 2 | 2.0 | 7.0 | 1 |
Toolkit to profile, describe and synthesize tabular datasets. |