Datasets:
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README.md
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---
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task_categories:
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- tabular-regression
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configs:
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- config_name: develop
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data_files: "develop.jsonl"
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default: true
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- config_name: submit
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data_files: "submit.jsonl"
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---
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# Dataset
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## Configuration
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```yaml
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dataset_name: final-dataset
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graphs_path: hf://CSE472-blanket-challenge/final-graphs
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output_path: data/datasets/${dataset_name}
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n_samples: 500
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n_datasets: 1
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scm_type: linear, nonlinear
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coeff_range: 1.0
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noise_std: 0.5
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env_type: iid, covariate, label
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projection: pca
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shift_mean: 0.8
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shift_std: 0.2
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train_fraction: 0.8
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seed: 42
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overwrite: true
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```
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## Load data
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```python
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from datasets import load_dataset
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develop = load_dataset("CSE472-blanket-challenge/final-dataset", 'develop', split='train')
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submit = load_dataset("CSE472-blanket-challenge/final-dataset", 'submit', split='train')
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```
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