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+ ---
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+ license: bsd-3-clause
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+ task_categories:
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+ - graph-ml
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+ language:
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+ - en
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+ ---
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+ # ModelNet40
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+
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+ This is a preprocessed version of the [ModelNet40](https://modelnet.cs.princeton.edu/) dataset, created with:
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+
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+ ```
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+ import torch_geometric
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+ from torch_geometric.datasets import ModelNet
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+ from torch_geometric.transforms import Compose, SamplePoints, KNNGraph
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+
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+ torch_geometric.seed.seed_everything(42)
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+
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+ # Standard setup
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+ pre_transform = Compose([
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+ SamplePoints(1024),
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+ KNNGraph(k=20)
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+ ])
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+
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+ path = '/mnt/lrmc_pool/ModelNet40'
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+ train_dataset = ModelNet(path, '40', train=True, transform=pre_transform)
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+ test_dataset = ModelNet(path, '40', train=False, transform=pre_transform)
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+
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+
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+
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+ %cd /mnt/lrmc_pool
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+ !tar -I pigz -cf ModelNet40_s1024_k16.tar.gz ModelNet40
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+
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+
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+ from huggingface_hub import upload_folder, upload_file, create_repo
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+
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+ try:
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+ create_repo("cminst/ModelNet40", repo_type="dataset")
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+ print("Dataset upload completed!")
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+ except Exception as e:
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+ print(f"Repository might already exist or upload failed: {e}")
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+
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+ upload_file(
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+ path_or_fileobj="/mnt/lrmc_pool/ModelNet40_s1024_k16.tar.gz",
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+ repo_id="cminst/ModelNet40",
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+ path_in_repo="ModelNet40_s1024_k16.tar.gz",
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+ repo_type="dataset",
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+ )
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+ ```