Publish verified oral V25 L5: degree 6, full validation/test universe holdout
Browse files- README.md +35 -0
- calibration.json +0 -0
- manifest.json +226 -0
- record_coverage.json +26 -0
- test_ranking/data.parquet +3 -0
- train/data.parquet +3 -0
- validation_ranking/data.parquet +3 -0
README.md
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---
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configs:
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- config_name: default
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data_files:
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- split: train
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path: train/data.parquet
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- split: validation_ranking
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path: validation_ranking/data.parquet
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- split: test_ranking
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path: test_ranking/data.parquet
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---
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# Oral bioavailability V25
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Independent L2-L6 releases derived from the frozen consolidated oral V24.1 splits.
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Record degree is six separately for query and reference roles. Parent molecule
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budgets remain 4096 per role, level, and binary/nonbinary family. Minority-first
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sampling, compatible-endpoint repair, and final binary 75/25 trimming are retained.
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Low degree and binary trimming can leave records unused; see record_coverage.json.
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The entire official validation and test connected scaffold universes are excluded
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from training across all levels, including records not selected as evaluation
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queries. Evaluation membership and reference ordering match oral V24.1: 500 total
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queries per level per split, Morgan top-50 ID references, and complete OOD pools.
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Conflict exclusions, support thresholds, reviewed identity/log10 geometry, and
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the ratio gate <=0.5 (undefined rejected) are preserved. Test measurements only
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participate in the inherited eligibility gate, not training target fitting.
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Numeric targets retain center 0.4 SD and temperature 0.1. Binary soft targets are
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refitted globally within each level from the final numeric training pairs, and
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all training, validation, and test rows are rendered using those updated targets.
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Internal v24.2 sampler/schema names identify reused algorithms, not the release.
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Level: L5
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Pair rows: {'train': 6892, 'validation_ranking': 23836, 'test_ranking': 22957}
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calibration.json
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The diff for this file is too large to render.
See raw diff
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manifest.json
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{
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"artifacts": {
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"README.md": "bbff05e6ce27ce31c5503d57ef81dceafdef8fea37fcceb18a0377dd75de1895",
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"calibration.json": "b0911153c12072bc869aa71243a25cea2f35551590d6fb305dcfdf78a547a782",
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"record_coverage.json": "156cbb624f668767c671641896c6f94af4823be509713475f45040b20191ed57",
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"test_ranking/data.parquet": "2c531077c83ec21c8f108f3baa31b6616126f24ccb810a41dd3ff10f62744ad5",
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| 7 |
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"train/data.parquet": "9f05b4255f279e703d1367912c6e6362efd88eb33fc3bade636c5d12ade4ee92",
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"validation_ranking/data.parquet": "ca349a68706c7d79f2154bbbfde5aede4e6e642e16b9c3b27a621d836d00574f"
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},
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"binary_limit": "75/25",
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"binary_target_fit_train_sha256": "03ca24437409a387bbb0f26f7313ac6dcaff28fcf2946c77d03eb8c3cb0c5232",
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"binary_target_group_by": "level",
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"continuous_limit": "soft",
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"degree_cap": 6,
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"full_universe_audit": {
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| 16 |
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"test_gate_only": {
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| 17 |
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"parent_id_count": 454,
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| 18 |
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"parent_id_training_overlap": 0,
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| 19 |
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"record_id_count": 17401,
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| 20 |
+
"record_id_training_overlap": 0,
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| 21 |
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"records": 17401,
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| 22 |
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"scaffold_count": 133,
|
| 23 |
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"scaffold_training_overlap": 0
|
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},
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"validation": {
|
| 26 |
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"parent_id_count": 382,
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| 27 |
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"parent_id_training_overlap": 0,
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| 28 |
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"record_id_count": 13984,
|
| 29 |
+
"record_id_training_overlap": 0,
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| 30 |
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"records": 13984,
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| 31 |
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"scaffold_count": 157,
|
| 32 |
+
"scaffold_training_overlap": 0
|
| 33 |
+
}
|
| 34 |
+
},
|
| 35 |
+
"implementation_sha256": {
|
| 36 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/__init__.py": "44fe53298d0d8db697bbfadaa85a1c0a10f28a1ce533d914d8f14538c77f00c4",
|
| 37 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/build.py": "30bf7a7d5f454104dbb7c18881a35fcc32f2061796e7e77008587046cf0060f5",
|
| 38 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/pairs.py": "a2cf42852d032617ef54de995459d8bbd09cbacea991b9797c59b02a4634c11d",
|
| 39 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/repair.py": "2f019086f032e3c31dc52c75c3919f8a014553ab978ad5c6fd17fbf0a08f94aa",
|
| 40 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/report.py": "f6090892136be1333e624d2fee728989a7c72415274131f5fabf68d154786428",
|
| 41 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/sampling.py": "9e2b8171246b07aa6c57b6824a48ec240512773d2f1c95054ffdffc5d0ca534f",
|
| 42 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/splits.py": "ac982cb9e20dc35c9ef043d0d421c08a1b470129e80ecf472aa6c19aa5720a3c",
|
| 43 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v24_2/verify.py": "6ec4f8913d2861639a77ef1f906219a0fd8258eb35c8b61405b5658cd3137f49",
|
| 44 |
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"/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/oral_v25.py": "70e935aeb35ab21ec5754391eadab8cdf65a86a5c7cb0ecb086df6b3eb13798e"
|
| 45 |
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},
|
| 46 |
+
"independent_test_evaluation": true,
|
| 47 |
+
"level": "L5",
|
| 48 |
+
"pair_manifest_sha256": "fdd8417fdb76bb1ec67150d3665c162d76412307f4b50c6ecb00338533aad222",
|
| 49 |
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"parent_cap_per_role_within_level": 4096,
|
| 50 |
+
"parent_cap_scope": "within_level_and_budget_family",
|
| 51 |
+
"ranking_id_max_references": 50,
|
| 52 |
+
"release_id": "oral_v25",
|
| 53 |
+
"rows": {
|
| 54 |
+
"test_ranking": 22957,
|
| 55 |
+
"train": 6892,
|
| 56 |
+
"validation_ranking": 23836
|
| 57 |
+
},
|
| 58 |
+
"selection": {
|
| 59 |
+
"test": {
|
| 60 |
+
"bucket_parents": 206,
|
| 61 |
+
"composition": {
|
| 62 |
+
"id/binary": 429,
|
| 63 |
+
"id/continuous": 71
|
| 64 |
+
},
|
| 65 |
+
"distinct_parents": 81,
|
| 66 |
+
"eligible_buckets": 35,
|
| 67 |
+
"eligible_records": 513,
|
| 68 |
+
"queries": 500,
|
| 69 |
+
"queries_per_bucket": {
|
| 70 |
+
"[\"fg\",\"bidirectional_permeability\",\"10^-5 cm/s\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 3,
|
| 71 |
+
"[\"fg\",\"bidirectional_permeability\",\"10^-5 cm/s\",\"__unknown__\",\"__unknown__\",\"intestinal perfusion\",\"rat\",\"L5\"]": 5,
|
| 72 |
+
"[\"fg\",\"bidirectional_permeability\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"caco_2\",\"__unknown__\",\"L5\"]": 27,
|
| 73 |
+
"[\"fg\",\"bidirectional_permeability\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"mdck\",\"__unknown__\",\"L5\"]": 5,
|
| 74 |
+
"[\"fg\",\"bidirectional_permeability\",\"nm/s\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 3,
|
| 75 |
+
"[\"fg\",\"bidirectional_permeability\",\"ratio\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 14,
|
| 76 |
+
"[\"fg\",\"bidirectional_permeability\",\"ratio\",\"__unknown__\",\"__unknown__\",\"mdck\",\"__unknown__\",\"L5\"]": 4,
|
| 77 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"%\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 1,
|
| 78 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"10^-6 cm/s\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 1,
|
| 79 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"__unknown__\",\"__unknown__\",\"L5\"]": 59,
|
| 80 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"bidirectional transport\",\"__unknown__\",\"L5\"]": 3,
|
| 81 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"caco_2\",\"__unknown__\",\"L5\"]": 133,
|
| 82 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"caco_2\",\"human\",\"L5\"]": 3,
|
| 83 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"cell assay\",\"__unknown__\",\"L5\"]": 2,
|
| 84 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"intestinal perfusion\",\"rat\",\"L5\"]": 18,
|
| 85 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"literature report\",\"__unknown__\",\"L5\"]": 72,
|
| 86 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"llc-pk1\",\"__unknown__\",\"L5\"]": 2,
|
| 87 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"mdck\",\"__unknown__\",\"L5\"]": 32,
|
| 88 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"substrate identification\",\"__unknown__\",\"L5\"]": 11,
|
| 89 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1+ABCG2\",\"caco_2\",\"__unknown__\",\"L5\"]": 1,
|
| 90 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCC2\",\"caco_2\",\"__unknown__\",\"L5\"]": 6,
|
| 91 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCC2\",\"intestinal perfusion\",\"rat\",\"L5\"]": 1,
|
| 92 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCC2\",\"mdck\",\"__unknown__\",\"L5\"]": 5,
|
| 93 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCG2\",\"caco_2\",\"__unknown__\",\"L5\"]": 19,
|
| 94 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCG2\",\"mdck\",\"__unknown__\",\"L5\"]": 14,
|
| 95 |
+
"[\"fg\",\"efflux_or_secretory_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"source_token:mrp\",\"caco_2\",\"__unknown__\",\"L5\"]": 2,
|
| 96 |
+
"[\"fg\",\"intestinal_metabolism\",\"%\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 10,
|
| 97 |
+
"[\"fg\",\"intestinal_metabolism\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"UGT\",\"intestinal microsomes\",\"human\",\"L5\"]": 2,
|
| 98 |
+
"[\"fg\",\"uptake_or_absorptive_transport\",\"%\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 2,
|
| 99 |
+
"[\"fg\",\"uptake_or_absorptive_transport\",\"%\",\"__unknown__\",\"__unknown__\",\"intestinal loop\",\"rat\",\"L5\"]": 7,
|
| 100 |
+
"[\"fg\",\"uptake_or_absorptive_transport\",\"%\",\"__unknown__\",\"__unknown__\",\"intestinal perfusion\",\"rat\",\"L5\"]": 6,
|
| 101 |
+
"[\"fg\",\"uptake_or_absorptive_transport\",\"10^-5 cm/s\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 2,
|
| 102 |
+
"[\"fg\",\"uptake_or_absorptive_transport\",\"10^-6 cm/s\",\"__unknown__\",\"__unknown__\",\"caco_2\",\"__unknown__\",\"L5\"]": 13,
|
| 103 |
+
"[\"fg\",\"uptake_or_absorptive_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"ABCB1\",\"caco_2\",\"__unknown__\",\"L5\"]": 4,
|
| 104 |
+
"[\"fg\",\"uptake_or_absorptive_transport\",\"binary_outcome_class\",\"fg_substrate_status_binary.v1\",\"SLC15A1\",\"caco_2\",\"__unknown__\",\"L5\"]": 8
|
| 105 |
+
},
|
| 106 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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| 176 |
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| 177 |
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| 178 |
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|
| 185 |
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| 186 |
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| 187 |
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| 188 |
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| 189 |
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| 190 |
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| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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| 195 |
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| 196 |
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|
| 197 |
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"path": "/vast/projects/myatskar/design-documents/joseph/TxAgent/data/evidence_libraries/bioavailability_ma/v10/02_canonicalized/source_contract.json",
|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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"path": "/vast/projects/myatskar/design-documents/joseph/TxAgent/data/evidence_libraries/bioavailability_ma/v10/02_canonicalized/manifest.json",
|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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"path": "/vast/projects/myatskar/design-documents/joseph/TxAgent/data/evidence_libraries/bioavailability_ma/v10/03_pair_buckets/manifest.json",
|
| 206 |
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|
| 207 |
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|
| 208 |
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"uid_levels": {
|
| 209 |
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"path": "/vast/projects/myatskar/design-documents/joseph/TxAgent/data/artifacts/starling/source_uid_levels/bioavailability_ma.parquet",
|
| 210 |
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|
| 211 |
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},
|
| 212 |
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"uid_manifest": {
|
| 213 |
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"path": "/vast/projects/myatskar/design-documents/joseph/TxAgent/data/artifacts/starling/source_uid_levels/manifest.json",
|
| 214 |
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"sha256": "0a5146a7c6ff49e8cf0f4cc78bae7228aad67fbda6c552d246a91cf9ffa8d57c"
|
| 215 |
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},
|
| 216 |
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"upstream_calibration": {
|
| 217 |
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"path": "/vast/projects/myatskar/design-documents/joseph/starling_assay_transfer/assay_transfer/record_level/artifacts/v24/upstream_calibration/bioavailability_ma/pair_bucket_distance_calibration.json.gz",
|
| 218 |
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"sha256": "47b82b1060b9efacb090ab1633d48d57e5bc54d4e17c80d595e66aeaf36a8d2c"
|
| 219 |
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}
|
| 220 |
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},
|
| 221 |
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"split_manifest_sha256": "86efb4b17034b77886f21e2ec84da3aacbb877f8744f8e4fd725f0601457b3ec",
|
| 222 |
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"task_id": "bioavailability_ma",
|
| 223 |
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"validation_test_copy_ids": [],
|
| 224 |
+
"variant": "nonmixed",
|
| 225 |
+
"version": "v25"
|
| 226 |
+
}
|
record_coverage.json
ADDED
|
@@ -0,0 +1,26 @@
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|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"query": {
|
| 3 |
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"maximum": 6,
|
| 4 |
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"median": 0.0,
|
| 5 |
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"minimum": 0,
|
| 6 |
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"p10": 0.0,
|
| 7 |
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"records": 3386,
|
| 8 |
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"zero": 1899
|
| 9 |
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},
|
| 10 |
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"reference": {
|
| 11 |
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"maximum": 6,
|
| 12 |
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"median": 1.0,
|
| 13 |
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"minimum": 0,
|
| 14 |
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"p10": 0.0,
|
| 15 |
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"records": 3386,
|
| 16 |
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"zero": 961
|
| 17 |
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},
|
| 18 |
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"total": {
|
| 19 |
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"maximum": 12,
|
| 20 |
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"median": 2.0,
|
| 21 |
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"minimum": 0,
|
| 22 |
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"p10": 0.0,
|
| 23 |
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"records": 3386,
|
| 24 |
+
"zero": 698
|
| 25 |
+
}
|
| 26 |
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}
|
test_ranking/data.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:2c531077c83ec21c8f108f3baa31b6616126f24ccb810a41dd3ff10f62744ad5
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| 3 |
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size 8776360
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train/data.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f05b4255f279e703d1367912c6e6362efd88eb33fc3bade636c5d12ade4ee92
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size 3726381
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validation_ranking/data.parquet
ADDED
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@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
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oid sha256:ca349a68706c7d79f2154bbbfde5aede4e6e642e16b9c3b27a621d836d00574f
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size 8972487
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