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  1. README.md +41 -0
  2. develop.jsonl +3 -0
  3. submit.jsonl +0 -0
README.md ADDED
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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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+ ```
develop.jsonl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:752d6afb7aacafa401b110e8d31138c1d5b734ddc3bed6e825f8bebffe2ad713
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+ size 18896326
submit.jsonl ADDED
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