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saracandu
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stl_formulae

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formula
stringlengths
18
657
encoded_formula
stringlengths
68
1.85k
embedding_1024
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22.1k
22.9k
embedding_512
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embedding_16
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embedding_32
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embedding_64
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embedding_128
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embedding_512_pca
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10.9k
11.3k
( not ( ( eventually[0,4] ( x_0 <= 1.0995 ) and x_2 >= -2.5694 ) ) or ( not ( ( always[18,21] ( eventually[12,17] ( x_2 >= 0.303 ) ) until ( x_0 >= 1.1239 or ( x_0 >= 1.2592 until[5,10] ( x_1 >= -1.2074 and eventually[14,16] ( x_0 >= 0.5011 ) ) ) ) ) ) until[13,15] ( x_2 >= -0.0585 and not ( x_0 <= -1.7418 ) ) ) )
[2, 34, 4, 34, 11, 34, 4, 34, 4, 34, 7, 18, 24, 20, 28, 19, 34, 4, 34, 17, 24, 34, 13, 34, 25, 23, 24, 33, 33, 29, 34, 5, 34, 9, 34, 17, 26, 34, 12, 34, 22, 26, 23, 29, 30, 33, 28, 34, 5, 34, 5, 34, 10, 34, 4, 34, 11, 34, 4, 34, 4, 34, 6, 18, 25, 32, 20, 26, 25, 19, 34, 4, 34, 7, 18, 25, 26, 20, 25, 31, 19, 34, 4, 34, ...
[0.0021600862964987755, 0.008962604217231274, 0.0016565944533795118, 0.000401320488890633, 0.006517995614558458, 0.00601590471342206, 0.0029400645289570093, 0.010992302559316158, 0.016663845628499985, 0.007920426316559315, 0.006384177133440971, 0.006377951707690954, 0.005535376723855734, 0.0015905869659036398, 0.012320...
[0.002239154651761055, 0.008807824924588203, 0.0016579861985519528, 0.00040802033618092537, 0.006200921256095171, 0.006190713960677385, 0.0030502795707434416, 0.011568296700716019, 0.01672370545566082, 0.008002414368093014, 0.006666522938758135, 0.006078595761209726, 0.0057585579343140125, 0.0015541642205789685, 0.0120...
[-6.949920342397635, 6.787016637968436, 3.4326920308604016, -4.299714091914705, -4.847430355657318, -5.347889616741999, -3.0160035178853524, 1.5806062295781762, 3.5587266756994884, 2.301095226504356, 0.38210932922459456, -0.22621808712544564, -0.9035871843319708, 3.7666409753064434, 1.2602957215070467, -0.6647859537797...
[-6.951117360036676, 6.78365524209458, 3.436527463835493, -4.333166709688173, -4.924047215567201, -5.405810505429897, -3.0730766237629688, 1.603269162990225, 3.604820912120676, 2.3307296429612143, 0.38814698258420466, -0.2166394543837339, -0.9285695349863453, 3.824667270987563, 1.262435945117675, -0.6589354409080523, 4...
[-6.880339083121886, 6.808627709117441, 3.460266593382695, -4.344517797132724, -4.9372402473276775, -5.407443141810491, -3.0675199838910507, 1.551477620730514, 3.5403685941277736, 2.2969818696833495, 0.38045413274339257, -0.24551916273266408, -0.9513462187313202, 3.8109737519604225, 1.2224206664617854, -0.6619417199442...
[-6.97890879301709, 6.760183393641028, 3.4516755907121275, -4.316616107256161, -4.87035725387483, -5.377880565412931, -3.0364522260293247, 1.6160691097125581, 3.588716620925302, 2.330280747907485, 0.38970662682809054, -0.21795613239850528, -0.908190946560677, 3.79098104234875, 1.2702758251702755, -0.6654893112452668, 4...
[-6.895256748235393, 6.801031098363855, 3.463017615912833, -4.311501749056647, -4.864752114094932, -5.356500732377267, -3.0211872742910817, 1.5469604409752225, 3.5110422787469933, 2.2819156144002934, 0.37901415894828966, -0.24762009860126813, -0.9263744342672514, 3.7650716379470066, 1.234376009513453, -0.66445630330017...
( ( x_0 <= 1.8509 and ( x_0 <= 1.141 until[8,inf] ( not ( not ( ( not ( x_1 >= -0.6777 ) until[14,17] x_1 >= -0.0808 ) ) ) or ( always[10,13] ( x_1 <= 0.0961 ) until[3,16] x_2 <= 0.5595 ) ) ) ) and x_2 <= -0.3896 )
[2, 34, 4, 34, 4, 34, 17, 24, 34, 13, 34, 25, 23, 32, 29, 24, 33, 34, 9, 34, 4, 34, 17, 24, 34, 13, 34, 25, 23, 25, 28, 25, 34, 8, 18, 32, 20, 21, 19, 34, 4, 34, 11, 34, 4, 34, 11, 34, 4, 34, 4, 34, 11, 34, 4, 34, 17, 25, 34, 12, 34, 22, 24, 23, 30, 31, 31, 31, 34, 5, 34, 8, 18, 25, 28, 20, 25, 31, 19, 34, 17, 25, 34, ...
[0.1507681906223297, 0.00017821961955633014, 0.1945122927427292, 0.14897345006465912, 0.0004505859105847776, 0.12138631939888, 0.26844173669815063, 0.0884881392121315, 0.053703077137470245, 0.00047566628200002015, 0.01797536574304104, 0.0003138689498882741, 0.008031655102968216, 0.05286335572600365, 0.00031568063423037...
[0.14968876540660858, 0.00017908068548422307, 0.197714701294899, 0.15007126331329346, 0.0004612503689713776, 0.11975254118442535, 0.2677454352378845, 0.08601374179124832, 0.05418473109602928, 0.0004654036310967058, 0.017368514090776443, 0.0003211261937394738, 0.007748587056994438, 0.052528370171785355, 0.00031796784605...
[11.55016791763986, 4.558327484771346, -5.62794107538446, 3.0718913168412243, 14.188028644616617, -0.766702866607865, -6.072513330230568, 2.1779120355375112, 2.7550031843431717, 6.283546476350438, 2.900629496597901, -4.6409381981651485, -1.1539199996605827, 1.3367906201951174, -4.787855594847462, 0.406959439416562]
[11.459509172381827, 4.618770708530297, -5.644776780929363, 2.9990774577454586, 14.079385586396281, -0.7368981577632601, -6.03542226909575, 2.16275518876734, 2.7022247809265423, 6.275915492105763, 2.909420922968969, -4.594244822440882, -1.1024486646227776, 1.3300896416971633, -4.7772579706267155, 0.3980480427006976, 2....
[11.327219421607326, 4.796877641403672, -5.720979759562211, 3.014200038289602, 13.881541200787277, -0.6144965098092611, -5.939900685230148, 2.2004645833497483, 2.6183968730621845, 6.285735433141709, 2.9170241586171084, -4.499518205133658, -1.082201678156082, 1.3712221305736072, -4.780598822300166, 0.3930297555831215, 3...
[11.511995290774326, 4.680694374648612, -5.677073509182412, 3.097805885759463, 14.270415402607876, -0.7665000508391445, -6.169417538574346, 2.1826849085562907, 2.7261499846236075, 6.29262976257565, 2.927359344245629, -4.619302885715742, -1.115849234022145, 1.2411394391346315, -4.838324808544066, 0.39529169247172324, 2....
[11.37007128196583, 4.711114795663585, -5.652145645338334, 3.0035757295144574, 14.061937502282447, -0.7116809218146822, -6.025858815666061, 2.173525906287199, 2.6917966716633344, 6.28315394591775, 2.9174198398591087, -4.576716963006837, -1.121220112363797, 1.3405732259974108, -4.796126950465997, 0.39729765173318465, 3....
( x_2 >= 1.9644 until x_0 <= -1.0597 )
[2, 34, 4, 34, 17, 26, 34, 12, 34, 25, 23, 33, 30, 28, 28, 34, 8, 34, 17, 24, 34, 13, 34, 22, 25, 23, 24, 29, 33, 31, 34, 5, 34, 3]
[0.26333335041999817, 0.00012306532880757004, 0.011840361170470715, 0.037704724818468094, 0.00018858654948417097, 0.7321568131446838, 0.34468933939933777, 0.21559764444828033, 0.34778892993927, 0.0009754697675816715, 0.14384183287620544, 0.00010190533066634089, 0.04501080513000488, 0.10925308614969254, 0.00010209034371...
[0.26453760266304016, 0.00012299622176215053, 0.011798323132097721, 0.03769934922456741, 0.00018820834520738572, 0.7332525253295898, 0.34406423568725586, 0.2142062783241272, 0.3486066460609436, 0.0009633528534322977, 0.14419884979724884, 0.00010219700925517827, 0.044801678508520126, 0.1075349897146225, 0.00010165111598...
[26.920228960383117, -7.97489760373145, -3.779970207949092, 3.0277713767543295, -14.302319427156421, -0.20760512039730533, -4.187856407496881, -1.0363855479433264, -7.034630810602434, -5.637631758772445, 0.13964546414229156, -1.0916132910693022, 4.180045184436446, -4.27380324916602, 3.188995105600755, -2.49160330264537...
[26.973143733295007, -8.075576469698184, -3.7686490028477473, 2.888222713684402, -14.306137740941542, -0.25371044554194927, -4.210552298667681, -1.1152700709049628, -7.010862017881014, -5.659720798454641, 0.1309622175453001, -1.1507815080493513, 4.130491389550685, -4.283605351924339, 3.2142473161438967, -2.468873964224...
[26.968590335909813, -8.01777389669156, -3.8736294475269117, 2.843418329335457, -14.424021236100826, -0.29556013569883716, -4.237785482925871, -1.1440921473327335, -7.09608589951323, -5.641711998624669, 0.11997459041087788, -1.1721909897685838, 4.149843002733276, -4.31473325759095, 3.2163752889133845, -2.43575704389594...
[26.859780661464093, -8.022618506881345, -3.712021311953437, 2.9412046979622635, -14.1769224676972, -0.2128163980646922, -4.144491604376446, -1.0732107555650763, -6.946739125381192, -5.649113797779274, 0.12867538443465515, -1.093544290016579, 4.116559294327314, -4.273809830502259, 3.2504236721349673, -2.498530353946591...
[26.971533030628557, -8.042221093517174, -3.7149553198712066, 2.966633833654291, -14.445634752720338, -0.2549362352491802, -4.250214201056312, -1.0931860873581554, -7.047429303361698, -5.7280880227813675, 0.14130214578873254, -1.1265580156518098, 4.125744738690655, -4.327445798318373, 3.204922096931623, -2.509221531079...
"not ( always ( ( always ( ( always[3,inf] ( ( not ( ( x_2 <= -0.5058 or ( x_0 <= 0.3405 and not ( x(...TRUNCATED)
"[2, 34, 11, 34, 4, 34, 6, 34, 4, 34, 4, 34, 6, 34, 4, 34, 4, 34, 6, 18, 27, 20, 21, 19, 34, 4, 34, (...TRUNCATED)
"[0.0016424061032012105, 0.000943971099331975, 0.051631856709718704, 0.0023325772490352392, 0.006502(...TRUNCATED)
"[0.0017121611163020134, 0.0009387677418999374, 0.0527985617518425, 0.0024590729735791683, 0.0064785(...TRUNCATED)
"[-6.309727012224084, 16.232402559621374, -4.736576634361566, -2.7929384640307164, 0.302396672360105(...TRUNCATED)
"[-6.31936644492126, 16.392298228143005, -4.896570041776532, -2.840308661644525, 0.30059748474867176(...TRUNCATED)
"[-6.28371300108842, 16.241765865500994, -4.7451830131693535, -2.7887890456672437, 0.330454892881256(...TRUNCATED)
"[-6.288402298973098, 16.2976527104932, -4.797046040046864, -2.8104790561075452, 0.33534523458306537(...TRUNCATED)
"[-6.319395321572395, 16.241861519161024, -4.7534973430000065, -2.8285278631297373, 0.33903345817875(...TRUNCATED)
eventually[18,21] ( x_2 <= 0.204 )
"[2, 34, 7, 18, 25, 32, 20, 26, 25, 19, 34, 4, 34, 17, 26, 34, 13, 34, 24, 23, 26, 24, 28, 34, 5, 34(...TRUNCATED)
"[0.008110244758427143, 0.016353938728570938, 0.027008717879652977, 0.04859945550560951, 0.015115893(...TRUNCATED)
"[0.008077609352767467, 0.016387566924095154, 0.027450326830148697, 0.04860706999897957, 0.015356549(...TRUNCATED)
"[-8.862295521529841, 10.429961160862714, 3.3153413077087057, -1.292644876463885, 18.653678215709316(...TRUNCATED)
"[-8.872847267598948, 10.42684484047097, 3.303979775251648, -1.2896212430437926, 18.594983033967527,(...TRUNCATED)
"[-8.927601848870793, 10.401342449509787, 3.300355512762199, -1.256915165896305, 18.62885994796224, (...TRUNCATED)
"[-8.802639056404237, 10.495345790926665, 3.3038372379301624, -1.2775241047358865, 18.65094160443605(...TRUNCATED)
"[-8.909347464452527, 10.43263415697779, 3.2809916784336473, -1.2972430396021533, 18.720439213745735(...TRUNCATED)
eventually[4,19] ( x_1 <= 0.1283 )
"[2, 34, 7, 18, 28, 20, 25, 33, 19, 34, 4, 34, 17, 25, 34, 13, 34, 24, 23, 25, 26, 32, 27, 34, 5, 34(...TRUNCATED)
"[0.0004947191919200122, 0.0013830941170454025, 0.09404824674129486, 0.0007932762964628637, 0.013816(...TRUNCATED)
"[0.0005127991316840053, 0.0013643939746543765, 0.09607287496328354, 0.0008284453651867807, 0.013723(...TRUNCATED)
"[-9.087541230364344, 21.14200928090089, -10.83371052604735, -2.986218674654016, -1.3344106776474163(...TRUNCATED)
"[-9.092534188246951, 21.27165738093136, -10.967796767382064, -3.00892080490005, -1.322355347062958,(...TRUNCATED)
"[-8.989195414144964, 21.287496152114972, -10.90438120447383, -2.9965006797130904, -1.31669060955091(...TRUNCATED)
"[-9.061944156842396, 21.202973613929945, -10.867116218539175, -2.989543895905912, -1.29897594496075(...TRUNCATED)
"[-9.07953974106947, 21.20239199566056, -10.895509282295926, -3.0060186181519275, -1.307957561310146(...TRUNCATED)
not ( always[15,20] ( x_2 <= -1.6532 ) )
"[2, 34, 11, 34, 4, 34, 6, 18, 25, 29, 20, 26, 24, 19, 34, 4, 34, 17, 26, 34, 13, 34, 22, 25, 23, 30(...TRUNCATED)
"[9.664511890150607e-05, 0.27157923579216003, 0.0011766315437853336, 0.00019995562615804374, 0.20879(...TRUNCATED)
"[9.65197614277713e-05, 0.27233409881591797, 0.0011604749597609043, 0.00020011264132335782, 0.206584(...TRUNCATED)
"[-24.683974669770606, -12.354066481185392, -6.502751723637106, 1.4040598800570558, -7.6269127534024(...TRUNCATED)
"[-24.73613116465866, -12.428091294522131, -6.530623405497486, 1.4748280446738316, -7.57640411927434(...TRUNCATED)
"[-24.57802296968381, -12.284132231210542, -6.4019413903340245, 1.3816254890603088, -7.5426363185775(...TRUNCATED)
"[-24.752582645626674, -12.463969628395429, -6.492516372312216, 1.4064582061180866, -7.6465136771567(...TRUNCATED)
"[-24.63485629525014, -12.318211443488812, -6.453141970807813, 1.4240143340300762, -7.59208861533385(...TRUNCATED)
not ( x_0 <= -1.3961 )
[2, 34, 11, 34, 4, 34, 17, 24, 34, 13, 34, 22, 25, 23, 27, 33, 30, 25, 34, 5, 34, 3]
"[0.00019928475376218557, 0.2031979113817215, 0.0028628818690776825, 0.00038407117244787514, 0.04311(...TRUNCATED)
"[0.00020058896916452795, 0.20227287709712982, 0.0028472095727920532, 0.0003820116398856044, 0.04248(...TRUNCATED)
"[-21.903203058614018, -9.094487101093193, -5.2397726932800355, -5.374021617491011, 1.22634074119506(...TRUNCATED)
"[-21.867119173646145, -9.044662164943773, -5.252464704566333, -5.326878926042357, 1.226382370654429(...TRUNCATED)
"[-21.820677540917327, -9.018848068278702, -5.1749994278713185, -5.361152376787757, 1.22882035989230(...TRUNCATED)
"[-21.840997943580163, -9.02964334464026, -5.207929716936788, -5.37659273889846, 1.1895283672664305,(...TRUNCATED)
"[-21.87487169651992, -9.050069006151713, -5.244146392275324, -5.3677826341215455, 1.263336967934398(...TRUNCATED)
always ( eventually[6,20] ( x_1 >= -0.7636 ) )
"[2, 34, 6, 34, 4, 34, 7, 18, 30, 20, 26, 24, 19, 34, 4, 34, 17, 25, 34, 12, 34, 22, 24, 23, 31, 30,(...TRUNCATED)
"[0.0034548048861324787, 0.4406675398349762, 0.0003591157728806138, 0.007168045733124018, 0.05342669(...TRUNCATED)
"[0.003340128343552351, 0.44238999485969543, 0.00035469254362396896, 0.0069100940600037575, 0.053433(...TRUNCATED)
"[-14.221985827080697, -1.8783180116997913, 14.874481537018717, -4.208869791959829, 1.33110318850907(...TRUNCATED)
"[-14.212471831963502, -1.8737505216453807, 15.023393368373476, -4.202585487255043, 1.32439625092344(...TRUNCATED)
"[-14.322993276388132, -2.0109730561437216, 15.038008002316356, -4.21804238406852, 1.346405090636980(...TRUNCATED)
"[-14.216330969647206, -1.8834972827987806, 14.91269544450354, -4.2066787919368, 1.2866098709898222,(...TRUNCATED)
"[-14.24761897569132, -1.9113144785773615, 14.953662003987738, -4.196853871484454, 1.330571763243121(...TRUNCATED)
"( ( x_1 <= 1.4616 until[13,15] ( ( x_0 >= -0.472 until[8,18] eventually[15,19] ( x_2 <= -0.4915 ) )(...TRUNCATED)
"[2, 34, 4, 34, 4, 34, 17, 25, 34, 13, 34, 25, 23, 28, 30, 25, 30, 34, 8, 18, 25, 27, 20, 25, 29, 19(...TRUNCATED)
"[0.382903128862381, 0.00011391934094717726, 0.02534903958439827, 0.06785505264997482, 0.00014695948(...TRUNCATED)
"[0.3843575119972229, 0.00011317616008454934, 0.025207288563251495, 0.06760088354349136, 0.000146416(...TRUNCATED)
"[29.192041206532757, -10.549257770181764, -6.163137252838781, 0.5544574488782327, -7.00692994726422(...TRUNCATED)
"[29.154926661952658, -10.567239456176592, -6.152462113973374, 0.42707777938983077, -7.0546172122441(...TRUNCATED)
"[29.13607085349274, -10.50579487221198, -6.2150018080368055, 0.445500065138631, -7.1768406277107735(...TRUNCATED)
"[29.095364579577705, -10.532631779637992, -6.165843253421023, 0.5114525047942874, -6.75500085668750(...TRUNCATED)
"[29.223871205751625, -10.57587796140118, -6.138700830958833, 0.5597576535935066, -7.143978027527366(...TRUNCATED)
End of preview. Expand in Data Studio

This dataset contains the data used in the paper "Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers" (Candussio et al. 2025).

More in detail:

  • train.csv is the training set for the random models. It contains formulae spanning from depth 2 to depth 23;
  • TODO: complete with test set.
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