README.md

---
task_categories:
    - tabular-regression
configs:
- config_name: develop
  data_files: "develop.jsonl"
  default: true
- config_name: submit
  data_files: "submit.jsonl"
---
# Dataset

## Configuration

```yaml
dataset_name: final-dataset
graphs_path: hf://CSE472-blanket-challenge/final-graphs
output_path: data/datasets/${dataset_name}
n_samples: 500
n_datasets: 1
scm_type: linear, nonlinear
coeff_range: 1.0
noise_std: 0.5
env_type: iid, covariate, label
projection: pca
shift_mean: 0.8
shift_std: 0.2
train_fraction: 0.8
seed: 42
overwrite: true

```

## Load data

```python
from datasets import load_dataset

develop = load_dataset("CSE472-blanket-challenge/final-dataset", 'develop', split='train')
submit = load_dataset("CSE472-blanket-challenge/final-dataset", 'submit', split='train')
```