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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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-
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- ## Configuration
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-
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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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- ```
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-
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- ## Load data
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-
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- ```python
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- from datasets import load_dataset
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-
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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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- ```