Datasets:
Upload mesa embeddings
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- mesa/linear_probe_results.json +397 -0
- mesa/mesa-sleep-0001/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0001/embeddings.npy +3 -0
- mesa/mesa-sleep-0001/labels.meta.json +10 -0
- mesa/mesa-sleep-0001/labels.npy +3 -0
- mesa/mesa-sleep-0002/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0002/embeddings.npy +3 -0
- mesa/mesa-sleep-0002/labels.meta.json +10 -0
- mesa/mesa-sleep-0002/labels.npy +3 -0
- mesa/mesa-sleep-0006/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0006/embeddings.npy +3 -0
- mesa/mesa-sleep-0006/labels.meta.json +10 -0
- mesa/mesa-sleep-0006/labels.npy +3 -0
- mesa/mesa-sleep-0010/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0010/embeddings.npy +3 -0
- mesa/mesa-sleep-0010/labels.meta.json +10 -0
- mesa/mesa-sleep-0010/labels.npy +3 -0
- mesa/mesa-sleep-0012/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0012/embeddings.npy +3 -0
- mesa/mesa-sleep-0012/labels.meta.json +10 -0
- mesa/mesa-sleep-0012/labels.npy +3 -0
- mesa/mesa-sleep-0014/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0014/embeddings.npy +3 -0
- mesa/mesa-sleep-0014/labels.meta.json +10 -0
- mesa/mesa-sleep-0014/labels.npy +3 -0
- mesa/mesa-sleep-0016/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0016/embeddings.npy +3 -0
- mesa/mesa-sleep-0016/labels.meta.json +10 -0
- mesa/mesa-sleep-0016/labels.npy +3 -0
- mesa/mesa-sleep-0021/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0021/embeddings.npy +3 -0
- mesa/mesa-sleep-0021/labels.meta.json +10 -0
- mesa/mesa-sleep-0021/labels.npy +3 -0
- mesa/mesa-sleep-0027/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0027/embeddings.npy +3 -0
- mesa/mesa-sleep-0027/labels.meta.json +10 -0
- mesa/mesa-sleep-0027/labels.npy +3 -0
- mesa/mesa-sleep-0028/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0028/embeddings.npy +3 -0
- mesa/mesa-sleep-0028/labels.meta.json +10 -0
- mesa/mesa-sleep-0028/labels.npy +3 -0
- mesa/mesa-sleep-0033/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0033/embeddings.npy +3 -0
- mesa/mesa-sleep-0033/labels.meta.json +10 -0
- mesa/mesa-sleep-0033/labels.npy +3 -0
- mesa/mesa-sleep-0035/embeddings.meta.json +14 -0
- mesa/mesa-sleep-0035/embeddings.npy +3 -0
- mesa/mesa-sleep-0035/labels.meta.json +10 -0
- mesa/mesa-sleep-0035/labels.npy +3 -0
- mesa/mesa-sleep-0036/embeddings.meta.json +14 -0
mesa/linear_probe_results.json
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|
| 1 |
+
{
|
| 2 |
+
"model_name": "sleeptransformer-phan",
|
| 3 |
+
"dataset_name": "mesa",
|
| 4 |
+
"n_folds": 5,
|
| 5 |
+
"n_classes": 5,
|
| 6 |
+
"class_names": [
|
| 7 |
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"W",
|
| 8 |
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"N1",
|
| 9 |
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"N2",
|
| 10 |
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"N3",
|
| 11 |
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"REM"
|
| 12 |
+
],
|
| 13 |
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"n_subjects": 2056,
|
| 14 |
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"probe_config": {
|
| 15 |
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"max_epochs": 100,
|
| 16 |
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"lr": 0.001,
|
| 17 |
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"weight_decay": 0.0001,
|
| 18 |
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"batch_size": 512
|
| 19 |
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},
|
| 20 |
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"per_fold": [
|
| 21 |
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{
|
| 22 |
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"fold": 0,
|
| 23 |
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"accuracy": 0.7743,
|
| 24 |
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"macro_f1": 0.6927,
|
| 25 |
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"kappa": 0.6776,
|
| 26 |
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"per_class_f1": {
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| 27 |
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"W": 0.8457,
|
| 28 |
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"N1": 0.3963,
|
| 29 |
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"N2": 0.8146,
|
| 30 |
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"N3": 0.6288,
|
| 31 |
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"REM": 0.7779
|
| 32 |
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},
|
| 33 |
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"support": {
|
| 34 |
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"W": 119920,
|
| 35 |
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"N1": 40112,
|
| 36 |
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"N2": 172137,
|
| 37 |
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"N3": 33659,
|
| 38 |
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"REM": 54437
|
| 39 |
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},
|
| 40 |
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"n_train_subjects": 1644,
|
| 41 |
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"n_test_subjects": 412,
|
| 42 |
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"n_train_epochs": 1657691,
|
| 43 |
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"n_test_epochs": 420265,
|
| 44 |
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"confusion_matrix": [
|
| 45 |
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[
|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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[
|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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| 58 |
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| 59 |
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[
|
| 60 |
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| 61 |
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| 62 |
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|
| 63 |
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|
| 64 |
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| 65 |
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|
| 66 |
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[
|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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| 71 |
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| 72 |
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| 73 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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| 79 |
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|
| 80 |
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|
| 81 |
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},
|
| 82 |
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{
|
| 83 |
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"fold": 1,
|
| 84 |
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"accuracy": 0.7744,
|
| 85 |
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"macro_f1": 0.688,
|
| 86 |
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"kappa": 0.676,
|
| 87 |
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"per_class_f1": {
|
| 88 |
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"W": 0.8406,
|
| 89 |
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"N1": 0.3744,
|
| 90 |
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"N2": 0.8131,
|
| 91 |
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"N3": 0.6244,
|
| 92 |
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"REM": 0.7877
|
| 93 |
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},
|
| 94 |
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"support": {
|
| 95 |
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|
| 96 |
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|
| 97 |
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"N2": 170926,
|
| 98 |
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"N3": 27932,
|
| 99 |
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"REM": 53359
|
| 100 |
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|
| 101 |
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"n_train_subjects": 1645,
|
| 102 |
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"n_test_subjects": 411,
|
| 103 |
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"n_train_epochs": 1659889,
|
| 104 |
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"n_test_epochs": 418067,
|
| 105 |
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"confusion_matrix": [
|
| 106 |
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| 142 |
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| 143 |
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{
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| 144 |
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"fold": 2,
|
| 145 |
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"accuracy": 0.7785,
|
| 146 |
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|
| 147 |
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|
| 148 |
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| 149 |
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|
| 150 |
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"REM": 0.7937
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| 154 |
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| 155 |
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"support": {
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| 156 |
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| 159 |
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| 160 |
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"REM": 54459
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| 161 |
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|
| 162 |
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"n_train_subjects": 1645,
|
| 163 |
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"n_test_subjects": 411,
|
| 164 |
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"n_train_epochs": 1659031,
|
| 165 |
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"n_test_epochs": 418925,
|
| 166 |
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"confusion_matrix": [
|
| 167 |
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[
|
| 168 |
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| 2 |
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"model_name": "sleeptransformer-phan",
|
| 3 |
+
"dataset_name": "mesa",
|
| 4 |
+
"subject_id": "mesa-sleep-0035",
|
| 5 |
+
"embedding_dim": 128,
|
| 6 |
+
"n_epochs": 1079,
|
| 7 |
+
"created_utc": "2026-05-03T22:31:58.807325+00:00",
|
| 8 |
+
"shape": [
|
| 9 |
+
1079,
|
| 10 |
+
128
|
| 11 |
+
],
|
| 12 |
+
"dtype": "bfloat16",
|
| 13 |
+
"schema_version": "v1"
|
| 14 |
+
}
|
mesa/mesa-sleep-0035/embeddings.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4a1420fff1c8af53986a34535b5f028a3b545d8419a4d6a1a72184384a91ac32
|
| 3 |
+
size 276352
|
mesa/mesa-sleep-0035/labels.meta.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"subject_id": "mesa-sleep-0035",
|
| 3 |
+
"n_epochs": 1079,
|
| 4 |
+
"created_utc": "2026-05-03T22:31:58.812077+00:00",
|
| 5 |
+
"shape": [
|
| 6 |
+
1079
|
| 7 |
+
],
|
| 8 |
+
"dtype": "int16",
|
| 9 |
+
"schema_version": "v1"
|
| 10 |
+
}
|
mesa/mesa-sleep-0035/labels.npy
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:084e4f1bed497701cf4c77f026f24c4aacae2928471f5ee8a1c4c93cd83f4106
|
| 3 |
+
size 2286
|
mesa/mesa-sleep-0036/embeddings.meta.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_name": "sleeptransformer-phan",
|
| 3 |
+
"dataset_name": "mesa",
|
| 4 |
+
"subject_id": "mesa-sleep-0036",
|
| 5 |
+
"embedding_dim": 128,
|
| 6 |
+
"n_epochs": 1079,
|
| 7 |
+
"created_utc": "2026-05-03T22:32:02.663237+00:00",
|
| 8 |
+
"shape": [
|
| 9 |
+
1079,
|
| 10 |
+
128
|
| 11 |
+
],
|
| 12 |
+
"dtype": "bfloat16",
|
| 13 |
+
"schema_version": "v1"
|
| 14 |
+
}
|