Download model_manifest.json from vadmalis/ZAP-RFR: direct link, hf CLI and curl.
- Browser
- Download file 2.53 kB
-
https://huggingface.co/vadmalis/ZAP-RFR/resolve/main/model_manifest.json
- Command line
-
hf download hf://vadmalis/ZAP-RFR/model_manifest.json
-
curl -L -o model_manifest.json https://huggingface.co/vadmalis/ZAP-RFR/resolve/main/model_manifest.json
2.53 kB
| { | |
| "release": "1.0.0", | |
| "description": "Frozen liver ZAP RFR manuscript models", | |
| "author": "Vadim Malis", | |
| "affiliation": "University of California San Diego", | |
| "input_processing": "one in-plane 3 by 3 median-filter pass per offset", | |
| "normalization": "mean measured signal at negative and positive far-offset anchors", | |
| "targets": [ | |
| "fraction_free", | |
| "t2_free_us", | |
| "t2_restricted_us" | |
| ], | |
| "target_transform": [ | |
| "identity", | |
| "log10", | |
| "log10" | |
| ], | |
| "feature_mode": "physics_spectral", | |
| "estimator": { | |
| "separate_forests": 3, | |
| "n_estimators_per_target": 300, | |
| "max_depth": 24, | |
| "min_samples_leaf": 2, | |
| "max_features": 0.8, | |
| "bootstrap": true, | |
| "max_samples": 0.9 | |
| }, | |
| "selection": { | |
| "scope": "participant-grouped development folds only", | |
| "folds": 4, | |
| "held_out_test_data_used": false | |
| }, | |
| "models": [ | |
| { | |
| "budget": 12, | |
| "archive_path": "models/liver_zap_rfr_12_offsets.joblib", | |
| "bytes": 1666843479, | |
| "sha256": "1eae5b4992c467e746793391f9c0ee753d1bbf1a94396767ff0f4393f9aec26a", | |
| "selected_indices_in_55_offset_grid": [ | |
| 0, | |
| 6, | |
| 13, | |
| 14, | |
| 20, | |
| 27, | |
| 36, | |
| 37, | |
| 40, | |
| 52, | |
| 53, | |
| 54 | |
| ], | |
| "selected_frequencies_hz": [ | |
| -99850.24, | |
| -27850.24, | |
| -6850.56, | |
| -3850.24, | |
| -349.44, | |
| 0.0, | |
| 450.56, | |
| 500.48, | |
| 3850.24, | |
| 39850.24, | |
| 69849.6, | |
| 99850.24 | |
| ] | |
| }, | |
| { | |
| "budget": 20, | |
| "archive_path": "models/liver_zap_rfr_20_offsets.joblib", | |
| "bytes": 1834774232, | |
| "sha256": "12674f4f29702739ecb63cc0dbef9e20c46f461f63a17bd177dd0ed37a1ce13d", | |
| "selected_indices_in_55_offset_grid": [ | |
| 0, | |
| 3, | |
| 6, | |
| 13, | |
| 14, | |
| 17, | |
| 20, | |
| 21, | |
| 27, | |
| 28, | |
| 36, | |
| 37, | |
| 40, | |
| 41, | |
| 46, | |
| 50, | |
| 51, | |
| 52, | |
| 53, | |
| 54 | |
| ], | |
| "selected_frequencies_hz": [ | |
| -99850.24, | |
| -36849.92, | |
| -27850.24, | |
| -6850.56, | |
| -3850.24, | |
| -500.48, | |
| -349.44, | |
| -299.52, | |
| 0.0, | |
| 49.92, | |
| 450.56, | |
| 500.48, | |
| 3850.24, | |
| 6850.56, | |
| 21849.6, | |
| 33849.6, | |
| 36849.92, | |
| 39850.24, | |
| 69849.6, | |
| 99850.24 | |
| ] | |
| } | |
| ], | |
| "serialization_warning": "joblib uses Python pickle semantics; load trusted files only after checksum verification" | |
| } | |