Name	Name	Last commit message	Last commit date
parent directory ..
CSV_files	CSV_files
NPZ_files	NPZ_files
CreateNPZfromCSV.ipynb	CreateNPZfromCSV.ipynb
DermaMNIST-Corrected.ipynb	DermaMNIST-Corrected.ipynb
DermaMNIST-Corrected_HAM10000-duplicates-removed.ipynb	DermaMNIST-Corrected_HAM10000-duplicates-removed.ipynb
DermaMNIST-Extended.ipynb	DermaMNIST-Extended.ipynb
DermaMNIST_plots.ipynb	DermaMNIST_plots.ipynb
HAM10000_metadata.csv	HAM10000_metadata.csv
PartitionStats.ipynb	PartitionStats.ipynb
README.md	README.md
dermamnist_split_info.csv	dermamnist_split_info.csv

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DermaMNIST_Analysis

Directory containing the code for all our analysis of the DermaMNIST dataset, including the preparation of DermaMNIST-C and DermaMNIST-E datasets.

Directory Structure

CSV_files/: Directory containing metadata files (.csv).
NPZ_files/: Directory containing datasets files as NumPy arrays (.npz) for 28 × 28 spatial resolution. The .npz files for 224 × 224 resolution are too large for GitHub (> 1 GB).
DermaMNIST-Corrected.ipynb: Notebook containing code to generate the DermaMNIST-C dataset.
DermaMNIST-Extended.ipynb: Notebook containing code to generate the DermaMNIST-E dataset.
DermaMNIST_plots.ipynb: Notebook containing code to reproduce the plots in our paper.
PartitionStats.ipynb: Notebook containing code to plot dataset statistics for DermaMNIST and DermaMNIST-C datasets.
dermamnist_split_info.csv: CSV file containing image_id to split (dataset partition) mapping for DermaMNIST.
HAM10000_metadata.csv: CSV file containing HAM10000 metadata, which includes the lesion_id to image_id mapping.