Public release procedure
Repository versus data host
Use GitHub for source code, documentation, schemas, class mappings, checksums, small examples, and download instructions. The full dataset is hosted at https://huggingface.co/datasets/okra123/CISR24. The training HDF5 is larger than 4 GiB and must not be committed to Git or used as a normal GitHub Release asset.
Recommended public repository contents:
CISR24/
README.md
DATA_CARD.md
LICENSE-CODE
LICENSE-DATA
CITATION.cff
CHANGELOG.md
classes.csv
docs/DATASET_SPEC.md
docs/PAPER_ALIGNMENT.md
docs/GENERATION_ALGORITHM.md
docs/REPRODUCIBILITY.md
docs/SCHEMA.md
docs/SHORTCUT_AUDIT.md
matlab/
loaders/
smoke_v1/
tools/
release/v1.1.1/files.csv
release/v1.1.1/SHA256SUMS
Recommended hosted data contents:
CISR24/
hdf5/cisr24_train.h5
hdf5/cisr24_val.h5
hdf5/cisr24_test.h5
manifests/cisr24_train_manifest.csv.gz
manifests/cisr24_val_manifest.csv.gz
manifests/cisr24_test_manifest.csv.gz
audit/
provenance/
classes.csv
label_names.txt
audit/release_meta.json
files.csv
SHA256SUMS
Release gate
Do not upload until all of the following are complete:
- generate the full dataset with the canonical CISR24 generator;
- verify 705,600 unique seeds and disjoint split seed sets;
- verify every class and SNR cell count;
- scan all I/Q values for finiteness and exact
[N,2,1024]float32 schema; - verify every manifest row against its HDF5 row;
- audit effective SNR across all classes, SNR levels, and splits, with per-class noise-power gates and pooled active-power checks;
- run shortcut audits and record thresholds/results;
- generate per-file SHA-256 checksums;
- reproduce the loader quickstart in a clean environment;
- select data/code licenses and confirm citation authors and DOI;
- create a clean Git commit and record it in release metadata.
The finalized Hugging Face revision is registered as DOI 10.57967/hf/9724, and the matching source release is tagged as v1.1.1. The attached paper PDF is the source of truth for this alignment and is not modified by this release workflow. Do not cite only a mutable branch URL.