scm_id int64 0 10k | structure stringclasses 3
values | tier int64 1 3 | n_vars int64 3 10 | length int64 200 200 | x_obs listlengths 600 2k | x_int listlengths 600 2k | intervention_json stringlengths 152 6.12k | query_target listlengths 1 1 | query_time listlengths 1 1 | y_true listlengths 1 1 | metadata_json stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | regime_2 | 1 | 6 | 200 | [
-6.848393440246582,
0.5103452801704407,
-0.5415663719177246,
0.028135836124420166,
0.07848472893238068,
0.0007180666434578598,
-7.096269130706787,
0.7029023170471191,
-0.46587488055229187,
0.17036056518554688,
0.12036976963281631,
-0.05602043494582176,
0.10482285916805267,
-0.4470063447952... | [
9.115093231201172,
0.13404542207717896,
-0.2515471279621124,
-0.10324085503816605,
0.07102007418870926,
0.009550824761390686,
-8.858208656311035,
-0.9391171932220459,
-0.6299335956573486,
0.055157050490379333,
-0.09442125260829926,
-0.032541826367378235,
-1.5229824781417847,
0.332319945096... | {"targets": [5, 4], "times": [137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189], "intervention_type": "ha... | [
0
] | [
199
] | [
0.7542296648025513
] | {"tier": 1, "n_regimes": 2} |
1 | regime_2 | 1 | 8 | 200 | [
-0.20924606919288635,
0.0860726460814476,
0.6128962635993958,
-0.05558615177869797,
-0.012002095580101013,
-0.020079851150512695,
-0.0521477647125721,
-0.07930488884449005,
0.24266834557056427,
0.5178357362747192,
-1.0986074209213257,
0.004001726396381855,
0.18245816230773926,
-0.013906341... | [
-0.12689350545406342,
-2.8036789894104004,
0.4616318643093109,
0.07265271246433258,
0.010313564911484718,
0.011257883161306381,
-0.3644580841064453,
0.023385921493172646,
0.10261638462543488,
-0.8601232767105103,
0.8027606010437012,
-0.14106003940105438,
0.031839437782764435,
0.00124021153... | {"targets": [7], "times": [61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82], "intervention_type": "soft", "values": {"kind": "scalar", "data": 2.789191246032715}} | [
1
] | [
199
] | [
-4.828895568847656
] | {"tier": 1, "n_regimes": 2} |
2 | regime_2 | 1 | 4 | 200 | [
-0.07845890522003174,
0.02591264247894287,
0.07990029454231262,
0.014360560104250908,
-0.0363895446062088,
0.06066252291202545,
0.06614156067371368,
-0.09664170444011688,
0.05480538681149483,
-0.09565787017345428,
-0.03637301176786423,
-0.11894118785858154,
-0.32368332147598267,
0.03249309... | [
-0.08406167477369308,
-0.03819913789629936,
0.0235283300280571,
-0.09301051497459412,
-0.06745321303606033,
0.00046027087955735624,
0.038113027811050415,
0.06095477566123009,
0.0450998991727829,
0.03887190669775009,
0.07506638765335083,
-0.028746381402015686,
-0.04476824402809143,
0.059828... | {"targets": [1], "times": [10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 8... | [
3
] | [
199
] | [
-0.1219162866473198
] | {"tier": 1, "n_regimes": 2} |
3 | regime_2 | 1 | 6 | 200 | [-0.1865772008895874,-0.957288384437561,2.874133348464966,0.03324943780899048,0.042634814977645874,-(...TRUNCATED) | [0.057616159319877625,0.4097612798213959,-0.3248549997806549,-0.30082419514656067,-0.185658186674118(...TRUNCATED) | "{\"targets\": [3], \"times\": [56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, (...TRUNCATED) | [
2
] | [
199
] | [
4.0767974853515625
] | {"tier": 1, "n_regimes": 2} |
4 | regime_2 | 1 | 5 | 200 | [1.0662165880203247,0.9752600789070129,-0.022133711725473404,-0.003677675034850836,-0.00824293959885(...TRUNCATED) | [-1.3591450452804565,0.2171272188425064,-0.011899963952600956,0.0069068921729922295,-0.0274481046944(...TRUNCATED) | "{\"targets\": [1], \"times\": [15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, (...TRUNCATED) | [
0
] | [
199
] | [
-0.04595809429883957
] | {"tier": 1, "n_regimes": 2} |
5 | regime_2 | 1 | 5 | 200 | [-0.0297699011862278,-2.05489444732666,0.12922289967536926,-0.00927368551492691,0.0128236785531044,-(...TRUNCATED) | [-0.10666130483150482,-0.11621320992708206,0.08192020654678345,-0.0028808265924453735,-0.00356052257(...TRUNCATED) | "{\"targets\": [1], \"times\": [36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, (...TRUNCATED) | [
0
] | [
199
] | [
-1.4211955070495605
] | {"tier": 1, "n_regimes": 2} |
6 | regime_2 | 1 | 4 | 200 | [-0.2505195438861847,0.30916693806648254,0.05924725905060768,-0.016568653285503387,-0.29345637559890(...TRUNCATED) | [1.2220268249511719,-0.11232641339302063,0.03767259046435356,0.007507141679525375,2.437668800354004,(...TRUNCATED) | "{\"targets\": [0], \"times\": [37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, (...TRUNCATED) | [
1
] | [
199
] | [
-0.2841465473175049
] | {"tier": 1, "n_regimes": 2} |
7 | regime_2 | 1 | 7 | 200 | [2.546483278274536,0.10896957665681839,0.16542169451713562,0.128280371427536,0.04066261649131775,-0.(...TRUNCATED) | [0.048819009214639664,-0.038007840514183044,0.07404781877994537,0.08835980296134949,0.12393771111965(...TRUNCATED) | "{\"targets\": [0], \"times\": [11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, (...TRUNCATED) | [
3
] | [
199
] | [
-0.19066588580608368
] | {"tier": 1, "n_regimes": 2} |
8 | regime_2 | 1 | 7 | 200 | [-0.11393044888973236,1.0249313116073608,0.13350415229797363,0.05178789049386978,-0.0417915321886539(...TRUNCATED) | [-0.4285806119441986,-0.13820825517177582,-0.05158838629722595,0.029121629893779755,0.01721944846212(...TRUNCATED) | "{\"targets\": [1, 4], \"times\": [26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 4(...TRUNCATED) | [
0
] | [
199
] | [
-0.08732044696807861
] | {"tier": 1, "n_regimes": 2} |
9 | regime_2 | 1 | 7 | 200 | [1.5989090204238892,0.029967304319143295,-0.16494174301624298,0.20732009410858154,0.0237837880849838(...TRUNCATED) | [-1.8262979984283447,-0.053263381123542786,0.08855372667312622,-0.23603832721710205,-0.0244891792535(...TRUNCATED) | "{\"targets\": [5], \"times\": [62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, (...TRUNCATED) | [
0
] | [
199
] | [
-0.7242331504821777
] | {"tier": 1, "n_regimes": 2} |
End of preview. Expand in Data Studio
dot-RegimeSwitch-v1
A frozen evaluation suite from DoTime.
- Episodes: 9999
- Schema: parquet shards +
manifest.json(md5-checksummed), Croissant metadata. - Load with:
from dotime.benchmarks import load_benchmark
suite = load_benchmark("dot-RegimeSwitch-v1") # pulls this repo at tag v1.0.0
Generated reproducibly by scripts/build_release.py. Zenodo DOI is the citable
archive of record.
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