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Comment on lines +99 to +100
install-datasets: ## Download TU datasets (any torch_geometric TUDataset name) into data/<dataset>
$(RUN_PY) scripts/install_datasets.py --datasets $(DATASETS) --download-root $(TUD_ROOT) --target-root $(DATA_ROOT)

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P1 Badge Install-datasets target references missing script

The new install-datasets target calls $(RUN_PY) scripts/install_datasets.py, but there is no scripts/install_datasets.py anywhere in the repository (checked with find . -name install_datasets.py). Running make install-datasets as documented will therefore fail immediately with python: can't open file 'scripts/install_datasets.py', leaving the advertised dataset download workflow unusable.

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Comment on lines +15 to +17
statsmodels = "0.14.1"
torch = "2.4.1"
torch-geometric = "2.6.1"

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P1 Badge Poetry env omits required PyG extension packages

The new Poetry dependency list pins torch and torch-geometric but does not include the compiled extensions (torch-scatter, torch-sparse, torch-cluster, torch-spline-conv) that PyG layers such as GCNConv (used in SimGNN/src/simgnn.py) import. torch-geometric does not install these extras automatically, so following the README instructions (poetry installmake simgnn-train) will hit ImportError: No module named 'torch_sparse' before training starts. These extensions need to be declared alongside torch-geometric for the new Poetry setup to work.

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