Hugging Face's logo

Spaces:
lynx-analytics
/
lynxkite
Running

App Files Community
lynxkite / examples /Model use
darabos's picture
darabos
Store which tables are open. #113
2649b4f
raw
history blame
80.1 kB
 {
"edges": [
{
"id": "Import Parquet 1 Train/test split 1",
"source": "Import Parquet 1",
"sourceHandle": "output",
"target": "Train/test split 1",
"targetHandle": "bundle"
},
{
"id": "Train/test split 1 Define model 1",
"source": "Train/test split 1",
"sourceHandle": "output",
"target": "Define model 1",
"targetHandle": "bundle"
},
{
"id": "Define model 1 Train model 2",
"source": "Define model 1",
"sourceHandle": "output",
"target": "Train model 2",
"targetHandle": "bundle"
},
{
"id": "Train model 2 Model inference 1",
"source": "Train model 2",
"sourceHandle": "output",
"target": "Model inference 1",
"targetHandle": "bundle"
},
{
"id": "Model inference 1 View tables 1",
"source": "Model inference 1",
"sourceHandle": "output",
"target": "View tables 1",
"targetHandle": "bundle"
},
{
"id": "Train model 2 View loss 1",
"source": "Train model 2",
"sourceHandle": "output",
"target": "View loss 1",
"targetHandle": "bundle"
}
],
"env": "LynxKite Graph Analytics",
"nodes": [
{
"data": {
"__execution_delay": 0.0,
"collapsed": null,
"display": null,
"error": null,
"input_metadata": [
{
"dataframes": {
"df": {
"columns": [
"x",
"y"
]
}
},
"other": {},
"relations": []
}
],
"meta": {
"inputs": {
"bundle": {
"name": "bundle",
"position": "left",
"type": {
"type": "<class 'lynxkite_graph_analytics.core.Bundle'>"
}
}
},
"name": "Train/test split",
"outputs": {
"output": {
"name": "output",
"position": "right",
"type": {
"type": "None"
}
}
},
"params": {
"table_name": {
"default": null,
"name": "table_name",
"type": {
"type": "<class 'str'>"
}
},
"test_ratio": {
"default": 0.1,
"name": "test_ratio",
"type": {
"type": "<class 'float'>"
}
}
},
"type": "basic"
},
"params": {
"table_name": "df",
"test_ratio": 0.1
},
"status": "done",
"title": "Train/test split"
},
"dragHandle": ".bg-primary",
"height": 282.0,
"id": "Train/test split 1",
"position": {
"x": 345.0,
"y": 139.0
},
"type": "basic",
"width": 259.0
},
{
"data": {
"__execution_delay": 0.0,
"collapsed": null,
"display": null,
"error": null,
"input_metadata": [],
"meta": {
"inputs": {},
"name": "Import Parquet",
"outputs": {
"output": {
"name": "output",
"position": "right",
"type": {
"type": "None"
}
}
},
"params": {
"filename": {
"default": null,
"name": "filename",
"type": {
"type": "<class 'str'>"
}
}
},
"type": "basic"
},
"params": {
"filename": "uploads/plus-one-dataset.parquet"
},
"status": "done",
"title": "Import Parquet"
},
"dragHandle": ".bg-primary",
"height": 403.0,
"id": "Import Parquet 1",
"position": {
"x": -166.0,
"y": 112.0
},
"type": "basic",
"width": 371.0
},
{
"data": {
"__execution_delay": null,
"collapsed": null,
"display": {
"dataframes": {
"df": {
"columns": [
"x",
"y"
],
"data": [
[
"[0.52046251 0.45887971 0.72169858 0.29517919]",
"[1.52046251 1.45887971 1.72169852 1.29517913]"
],
[
"[0.85706753 0.61447072 0.41741937 0.85147089]",
"[1.85706758 1.61447072 1.41741943 1.85147095]"
],
[
"[0.11560339 0.57495481 0.76535827 0.0391947 ]",
"[1.11560345 1.57495475 1.76535821 1.0391947 ]"
],
[
"[0.19409031 0.68692201 0.60667384 0.57829887]",
"[1.19409037 1.68692207 1.60667384 1.57829881]"
],
[
"[0.76807946 0.98855817 0.08259124 0.01730657]",
"[1.76807952 1.98855817 1.0825913 1.01730657]"
],
[
"[0.67269951 0.10478973 0.5584439 0.83605725]",
"[1.67269945 1.10478973 1.5584439 1.83605719]"
],
[
"[0.18686318 0.49356437 0.51323432 0.75392658]",
"[1.18686318 1.49356437 1.51323438 1.75392652]"
],
[
"[0.18149549 0.30520517 0.30946714 0.16786289]",
"[1.18149543 1.30520511 1.30946708 1.16786289]"
],
[
"[4.27091718e-01 4.89909172e-01 6.92297399e-01 2.57611275e-04]",
"[1.42709172 1.48990917 1.69229746 1.00025761]"
],
[
"[0.32225502 0.16999388 0.05823922 0.9628762 ]",
"[1.32225502 1.16999388 1.05823922 1.9628762 ]"
],
[
"[0.50783676 0.04156506 0.21984279 0.8454656 ]",
"[1.50783682 1.04156506 1.21984279 1.84546566]"
],
[
"[0.98324287 0.99464184 0.14008355 0.47651017]",
"[1.98324287 1.99464178 1.14008355 1.47651017]"
],
[
"[0.11693293 0.49860179 0.55020827 0.88832849]",
"[1.11693287 1.49860179 1.55020833 1.88832855]"
],
[
"[0.48959708 0.48549271 0.32688856 0.356677 ]",
"[1.48959708 1.48549271 1.32688856 1.35667706]"
],
[
"[0.50272274 0.54912758 0.17663097 0.79070699]",
"[1.50272274 1.54912758 1.17663097 1.79070699]"
],
[
"[0.04508126 0.76880038 0.80721325 0.62542385]",
"[1.04508126 1.76880038 1.80721331 1.62542391]"
],
[
"[0.19908059 0.17570406 0.51475513 0.1893943 ]",
"[1.19908059 1.175704 1.51475513 1.18939424]"
],
[
"[0.40167677 0.25953674 0.9407078 0.76308483]",
"[1.40167677 1.25953674 1.9407078 1.76308489]"
],
[
"[0.2480728 0.21694398 0.63941365 0.57128876]",
"[1.24807286 1.21694398 1.6394136 1.57128882]"
],
[
"[0.24388778 0.07268471 0.68350857 0.73431659]",
"[1.24388778 1.07268476 1.68350863 1.73431659]"
],
[
"[0.62569475 0.9881897 0.83639616 0.9828859 ]",
"[1.62569475 1.9881897 1.83639622 1.98288584]"
],
[
"[0.56922203 0.98222166 0.76851749 0.28615737]",
"[1.56922197 1.9822216 1.76851749 1.28615737]"
],
[
"[0.88776821 0.51636773 0.30333066 0.32230979]",
"[1.88776827 1.51636767 1.30333066 1.32230973]"
],
[
"[0.90817457 0.89270043 0.38583666 0.66566533]",
"[1.90817451 1.89270043 1.3858366 1.66566539]"
],
[
"[0.48507756 0.80808765 0.77162558 0.47834778]",
"[1.48507762 1.80808759 1.77162552 1.47834778]"
],
[
"[0.68062544 0.98093534 0.14778823 0.53244978]",
"[1.68062544 1.98093534 1.14778829 1.53244972]"
],
[
"[0.31518555 0.49643308 0.11509258 0.95458382]",
"[1.31518555 1.49643302 1.11509252 1.95458388]"
],
[
"[0.79121011 0.54161114 0.69369799 0.1520769 ]",
"[1.79121017 1.54161119 1.69369793 1.15207696]"
],
[
"[0.79423058 0.07138705 0.061777 0.18766576]",
"[1.79423058 1.07138705 1.061777 1.1876657 ]"
],
[
"[0.23942459 0.90487361 0.69337189 0.65089428]",
"[1.23942459 1.90487361 1.69337189 1.65089428]"
],
[
"[0.94516498 0.08422136 0.5608117 0.07652664]",
"[1.94516492 1.08422136 1.56081176 1.07652664]"
],
[
"[0.26661873 0.45946234 0.13510543 0.81294441]",
"[1.26661873 1.4594624 1.13510537 1.81294441]"
],
[
"[0.30754459 0.77694583 0.09278506 0.38326019]",
"[1.30754459 1.77694583 1.09278512 1.38326025]"
],
[
"[0.27845025 0.32472342 0.82203609 0.77107543]",
"[1.27845025 1.32472348 1.82203603 1.77107549]"
],
[
"[0.4827103 0.10563457 0.98858833 0.82286644]",
"[1.48271036 1.10563457 1.98858833 1.82286644]"
],
[
"[0.98033333 0.97656083 0.38939917 0.81491041]",
"[1.98033333 1.97656083 1.38939917 1.81491041]"
],
[
"[0.74064726 0.4155122 0.09800029 0.49930882]",
"[1.74064732 1.4155122 1.09800029 1.49930882]"
],
[
"[0.78956431 0.87284744 0.06880784 0.03455889]",
"[1.78956437 1.87284744 1.06880784 1.03455889]"
],
[
"[0.94221359 0.57740951 0.98649532 0.40934443]",
"[1.94221354 1.57740951 1.98649526 1.40934443]"
],
[
"[0.00497234 0.39319336 0.57054168 0.75150961]",
"[1.00497234 1.39319336 1.57054162 1.75150967]"
],
[
"[0.44330525 0.09997386 0.89025736 0.90507984]",
"[1.44330525 1.09997392 1.89025736 1.90507984]"
],
[
"[0.72290605 0.96945059 0.68354797 0.15270454]",
"[1.72290611 1.96945059 1.68354797 1.15270448]"
],
[
"[0.75292218 0.81470108 0.49657214 0.56217098]",
"[1.75292218 1.81470108 1.49657214 1.56217098]"
],
[
"[0.33480108 0.59181517 0.76198453 0.98062384]",
"[1.33480108 1.59181523 1.76198459 1.98062384]"
],
[
"[0.52784437 0.54268694 0.12358981 0.72116476]",
"[1.52784443 1.54268694 1.12358975 1.7211647 ]"
],
[
"[0.73217702 0.65233225 0.44077861 0.33837909]",
"[1.73217702 1.65233231 1.44077861 1.33837914]"
],
[
"[0.34084332 0.73018837 0.54168713 0.91440833]",
"[1.34084332 1.73018837 1.54168713 1.91440833]"
],
[
"[0.60110539 0.3618983 0.32342511 0.98672163]",
"[1.60110545 1.3618983 1.32342505 1.98672163]"
],
[
"[0.77427191 0.21829212 0.12769502 0.74303615]",
"[1.77427197 1.21829212 1.12769508 1.74303615]"
],
[
"[0.08107251 0.2602725 0.18861133 0.44833237]",
"[1.08107257 1.2602725 1.18861127 1.44833231]"
],
[
"[0.59812403 0.78395379 0.0291847 0.81814629]",
"[1.59812403 1.78395379 1.0291847 1.81814623]"
],
[
"[0.93488538 0.73882395 0.37345302 0.0274905 ]",
"[1.93488538 1.73882389 1.37345302 1.0274905 ]"
],
[
"[0.30631393 0.48311198 0.87847513 0.67559886]",
"[1.30631399 1.48311198 1.87847519 1.67559886]"
],
[
"[0.18720162 0.74115586 0.98626411 0.30355608]",
"[1.18720162 1.74115586 1.98626411 1.30355608]"
],
[
"[0.85566247 0.83362883 0.48424995 0.25265992]",
"[1.85566247 1.83362889 1.48424995 1.25265992]"
],
[
"[0.95928186 0.84273899 0.71514636 0.38619852]",
"[1.95928192 1.84273899 1.7151463 1.38619852]"
],
[
"[0.32565445 0.90939188 0.07488042 0.13730896]",
"[1.32565451 1.90939188 1.07488036 1.13730896]"
],
[
"[0.9829582 0.59269661 0.40120947 0.95487177]",
"[1.9829582 1.59269667 1.40120947 1.95487177]"
],
[
"[0.79905868 0.89367443 0.75429088 0.3190186 ]",
"[1.79905868 1.89367437 1.75429082 1.3190186 ]"
],
[
"[0.54914117 0.03810108 0.87531954 0.73044223]",
"[1.54914117 1.03810108 1.87531948 1.73044229]"
],
[
"[0.67418337 0.79634351 0.23229051 0.71345252]",
"[1.67418337 1.79634356 1.23229051 1.71345258]"
],
[
"[0.87285906 0.48354989 0.39394957 0.59456545]",
"[1.872859 1.48354983 1.39394951 1.59456539]"
],
[
"[0.81788456 0.58174163 0.29376316 0.7971254 ]",
"[1.81788456 1.58174157 1.29376316 1.79712534]"
],
[
"[0.94559073 0.65736622 0.25761551 0.48553199]",
"[1.94559073 1.65736628 1.25761557 1.48553205]"
],
[
"[0.60075855 0.12234765 0.00614399 0.30560958]",
"[1.60075855 1.12234759 1.00614405 1.30560958]"
],
[
"[0.39147133 0.29854035 0.84663737 0.58175623]",
"[1.39147139 1.29854035 1.84663737 1.58175623]"
],
[
"[0.02162331 0.81861657 0.92468154 0.07808572]",
"[1.02162337 1.81861663 1.92468154 1.07808566]"
],
[
"[0.02235305 0.52774918 0.7331115 0.84358269]",
"[1.02235305 1.52774918 1.7331115 1.84358263]"
],
[
"[0.6080932 0.56563014 0.32107437 0.72599429]",
"[1.60809326 1.5656302 1.32107437 1.72599435]"
],
[
"[0.67447788 0.6125319 0.98007888 0.65968603]",
"[1.67447782 1.6125319 1.98007894 1.65968609]"
],
[
"[0.47963417 0.81818312 0.48720706 0.49339259]",
"[1.47963417 1.81818318 1.48720706 1.49339259]"
],
[
"[0.9630242 0.76359051 0.24853623 0.76881069]",
"[1.96302414 1.76359057 1.24853623 1.76881075]"
],
[
"[0.60609657 0.96257663 0.19292736 0.95702219]",
"[1.60609651 1.96257663 1.19292736 1.95702219]"
],
[
"[0.80654246 0.08253473 0.74478531 0.71257162]",
"[1.8065424 1.08253479 1.74478531 1.71257162]"
],
[
"[0.70167565 0.26930219 0.5660674 0.61194974]",
"[1.70167565 1.26930213 1.56606746 1.61194968]"
],
[
"[0.76933283 0.86241865 0.44114518 0.65644735]",
"[1.76933289 1.86241865 1.44114518 1.65644741]"
],
[
"[0.59492421 0.90274489 0.38069052 0.46101224]",
"[1.59492421 1.90274489 1.38069057 1.46101224]"
],
[
"[0.15064228 0.03198934 0.25754827 0.51484001]",
"[1.15064228 1.03198934 1.25754833 1.51484001]"
],
[
"[0.12024075 0.21342516 0.56858408 0.58644271]",
"[1.12024069 1.21342516 1.56858408 1.58644271]"
],
[
"[0.91730917 0.22574073 0.09591609 0.33056474]",
"[1.91730917 1.22574067 1.09591603 1.33056474]"
],
[
"[0.49691743 0.61873293 0.90698647 0.94486356]",
"[1.49691749 1.61873293 1.90698647 1.94486356]"
],
[
"[0.6032477 0.83361369 0.18538666 0.19108021]",
"[1.60324764 1.83361363 1.18538666 1.19108021]"
],
[
"[0.63235509 0.70352674 0.96188956 0.46240485]",
"[1.63235509 1.70352674 1.96188951 1.46240485]"
],
[
"[0.37959969 0.42820001 0.10690689 0.96353984]",
"[1.37959969 1.42820001 1.10690689 1.96353984]"
],
[
"[0.49607176 0.1922397 0.46640229 0.78321403]",
"[1.49607182 1.19223976 1.46640229 1.78321409]"
],
[
"[0.40234613 0.54987347 0.49542785 0.54153186]",
"[1.40234613 1.54987347 1.49542785 1.5415318 ]"
],
[
"[0.80893755 0.92237449 0.88346356 0.93164903]",
"[1.80893755 1.92237449 1.88346362 1.93164897]"
],
[
"[0.12858278 0.09930819 0.83222693 0.72485673]",
"[1.12858272 1.09930825 1.83222699 1.72485673]"
],
[
"[0.72470158 0.4940322 0.41027349 0.89364016]",
"[1.72470164 1.49403214 1.41027355 1.89364016]"
],
[
"[0.47856545 0.46267092 0.6376707 0.84747767]",
"[1.47856545 1.46267092 1.63767076 1.84747767]"
],
[
"[0.49584109 0.80599248 0.07096875 0.75872749]",
"[1.49584103 1.80599248 1.07096875 1.75872755]"
],
[
"[0.43500566 0.66041756 0.80293626 0.96224713]",
"[1.43500566 1.66041756 1.80293632 1.96224713]"
],
[
"[0.78397602 0.74223626 0.26603186 0.41664881]",
"[1.78397608 1.74223626 1.26603186 1.41664886]"
],
[
"[0.28942841 0.05601001 0.33039129 0.27781558]",
"[1.28942847 1.05601001 1.33039129 1.27781558]"
],
[
"[0.68094063 0.45189077 0.22661722 0.37354094]",
"[1.68094063 1.45189071 1.22661722 1.37354088]"
],
[
"[0.43681622 0.74680805 0.83598751 0.12414402]",
"[1.43681622 1.74680805 1.83598757 1.12414408]"
],
[
"[0.47870928 0.17129105 0.27300501 0.20634609]",
"[1.47870922 1.17129111 1.27300501 1.20634604]"
],
[
"[0.72795159 0.79317838 0.27832931 0.96576637]",
"[1.72795153 1.79317832 1.27832937 1.96576643]"
],
[
"[0.87608397 0.93200487 0.80169648 0.37758952]",
"[1.87608397 1.93200493 1.80169654 1.37758946]"
],
[
"[0.68891573 0.25576538 0.96339929 0.503833 ]",
"[1.68891573 1.25576544 1.96339929 1.50383306]"
]
]
},
"df_test": {
"columns": [
"x",
"y",
"pred"
],
"data": [
[
"[0.32225502 0.16999388 0.05823922 0.9628762 ]",
"[1.32225502 1.16999388 1.05823922 1.9628762 ]",
"[2.235048294067383, 2.2245914936065674, 2.3771214485168457, 2.5150341987609863]"
],
[
"[0.48507756 0.80808765 0.77162558 0.47834778]",
"[1.48507762 1.80808759 1.77162552 1.47834778]",
"[2.677863597869873, 2.655034065246582, 2.5853312015533447, 2.645536422729492]"
],
[
"[0.11560339 0.57495481 0.76535827 0.0391947 ]",
"[1.11560345 1.57495475 1.76535821 1.0391947 ]",
"[2.3783538341522217, 2.3998682498931885, 2.2519402503967285, 2.3706350326538086]"
],
[
"[0.56922203 0.98222166 0.76851749 0.28615737]",
"[1.56922197 1.9822216 1.76851749 1.28615737]",
"[2.789616107940674, 2.7861640453338623, 2.5125811100006104, 2.5582222938537598]"
],
[
"[0.15064228 0.03198934 0.25754827 0.51484001]",
"[1.15064228 1.03198934 1.25754833 1.51484001]",
"[2.0980372428894043, 2.112032890319824, 2.204066753387451, 2.3691582679748535]"
],
[
"[0.72795159 0.79317838 0.27832931 0.96576637]",
"[1.72795153 1.79317832 1.27832937 1.96576643]",
"[2.7415504455566406, 2.7134792804718018, 2.628126382827759, 2.6780505180358887]"
],
[
"[0.81788456 0.58174163 0.29376316 0.7971254 ]",
"[1.81788456 1.58174157 1.29376316 1.79712534]",
"[2.6808829307556152, 2.662018299102783, 2.5600616931915283, 2.622107982635498]"
],
[
"[0.18149549 0.30520517 0.30946714 0.16786289]",
"[1.18149543 1.30520511 1.30946708 1.16786289]",
"[2.23142147064209, 2.2767457962036133, 2.0727086067199707, 2.221863031387329]"
],
[
"[0.19409031 0.68692201 0.60667384 0.57829887]",
"[1.19409037 1.68692207 1.60667384 1.57829881]",
"[2.468621253967285, 2.4548380374908447, 2.4707136154174805, 2.567586898803711]"
],
[
"[0.79905868 0.89367443 0.75429088 0.3190186 ]",
"[1.79905868 1.89367437 1.75429082 1.3190186 ]",
"[2.8557262420654297, 2.8448801040649414, 2.573326587677002, 2.606816291809082]"
]
]
},
"df_train": {
"columns": [
"x",
"y"
],
"data": [
[
"[0.52046251 0.45887971 0.72169858 0.29517919]",
"[1.52046251 1.45887971 1.72169852 1.29517913]"
],
[
"[0.85706753 0.61447072 0.41741937 0.85147089]",
"[1.85706758 1.61447072 1.41741943 1.85147095]"
],
[
"[0.76807946 0.98855817 0.08259124 0.01730657]",
"[1.76807952 1.98855817 1.0825913 1.01730657]"
],
[
"[0.67269951 0.10478973 0.5584439 0.83605725]",
"[1.67269945 1.10478973 1.5584439 1.83605719]"
],
[
"[0.18686318 0.49356437 0.51323432 0.75392658]",
"[1.18686318 1.49356437 1.51323438 1.75392652]"
],
[
"[4.27091718e-01 4.89909172e-01 6.92297399e-01 2.57611275e-04]",
"[1.42709172 1.48990917 1.69229746 1.00025761]"
],
[
"[0.50783676 0.04156506 0.21984279 0.8454656 ]",
"[1.50783682 1.04156506 1.21984279 1.84546566]"
],
[
"[0.98324287 0.99464184 0.14008355 0.47651017]",
"[1.98324287 1.99464178 1.14008355 1.47651017]"
],
[
"[0.11693293 0.49860179 0.55020827 0.88832849]",
"[1.11693287 1.49860179 1.55020833 1.88832855]"
],
[
"[0.48959708 0.48549271 0.32688856 0.356677 ]",
"[1.48959708 1.48549271 1.32688856 1.35667706]"
],
[
"[0.50272274 0.54912758 0.17663097 0.79070699]",
"[1.50272274 1.54912758 1.17663097 1.79070699]"
],
[
"[0.04508126 0.76880038 0.80721325 0.62542385]",
"[1.04508126 1.76880038 1.80721331 1.62542391]"
],
[
"[0.19908059 0.17570406 0.51475513 0.1893943 ]",
"[1.19908059 1.175704 1.51475513 1.18939424]"
],
[
"[0.40167677 0.25953674 0.9407078 0.76308483]",
"[1.40167677 1.25953674 1.9407078 1.76308489]"
],
[
"[0.2480728 0.21694398 0.63941365 0.57128876]",
"[1.24807286 1.21694398 1.6394136 1.57128882]"
],
[
"[0.24388778 0.07268471 0.68350857 0.73431659]",
"[1.24388778 1.07268476 1.68350863 1.73431659]"
],
[
"[0.62569475 0.9881897 0.83639616 0.9828859 ]",
"[1.62569475 1.9881897 1.83639622 1.98288584]"
],
[
"[0.88776821 0.51636773 0.30333066 0.32230979]",
"[1.88776827 1.51636767 1.30333066 1.32230973]"
],
[
"[0.90817457 0.89270043 0.38583666 0.66566533]",
"[1.90817451 1.89270043 1.3858366 1.66566539]"
],
[
"[0.68062544 0.98093534 0.14778823 0.53244978]",
"[1.68062544 1.98093534 1.14778829 1.53244972]"
],
[
"[0.31518555 0.49643308 0.11509258 0.95458382]",
"[1.31518555 1.49643302 1.11509252 1.95458388]"
],
[
"[0.79121011 0.54161114 0.69369799 0.1520769 ]",
"[1.79121017 1.54161119 1.69369793 1.15207696]"
],
[
"[0.79423058 0.07138705 0.061777 0.18766576]",
"[1.79423058 1.07138705 1.061777 1.1876657 ]"
],
[
"[0.23942459 0.90487361 0.69337189 0.65089428]",
"[1.23942459 1.90487361 1.69337189 1.65089428]"
],
[
"[0.94516498 0.08422136 0.5608117 0.07652664]",
"[1.94516492 1.08422136 1.56081176 1.07652664]"
],
[
"[0.26661873 0.45946234 0.13510543 0.81294441]",
"[1.26661873 1.4594624 1.13510537 1.81294441]"
],
[
"[0.30754459 0.77694583 0.09278506 0.38326019]",
"[1.30754459 1.77694583 1.09278512 1.38326025]"
],
[
"[0.27845025 0.32472342 0.82203609 0.77107543]",
"[1.27845025 1.32472348 1.82203603 1.77107549]"
],
[
"[0.4827103 0.10563457 0.98858833 0.82286644]",
"[1.48271036 1.10563457 1.98858833 1.82286644]"
],
[
"[0.98033333 0.97656083 0.38939917 0.81491041]",
"[1.98033333 1.97656083 1.38939917 1.81491041]"
],
[
"[0.74064726 0.4155122 0.09800029 0.49930882]",
"[1.74064732 1.4155122 1.09800029 1.49930882]"
],
[
"[0.78956431 0.87284744 0.06880784 0.03455889]",
"[1.78956437 1.87284744 1.06880784 1.03455889]"
],
[
"[0.94221359 0.57740951 0.98649532 0.40934443]",
"[1.94221354 1.57740951 1.98649526 1.40934443]"
],
[
"[0.00497234 0.39319336 0.57054168 0.75150961]",
"[1.00497234 1.39319336 1.57054162 1.75150967]"
],
[
"[0.44330525 0.09997386 0.89025736 0.90507984]",
"[1.44330525 1.09997392 1.89025736 1.90507984]"
],
[
"[0.72290605 0.96945059 0.68354797 0.15270454]",
"[1.72290611 1.96945059 1.68354797 1.15270448]"
],
[
"[0.75292218 0.81470108 0.49657214 0.56217098]",
"[1.75292218 1.81470108 1.49657214 1.56217098]"
],
[
"[0.33480108 0.59181517 0.76198453 0.98062384]",
"[1.33480108 1.59181523 1.76198459 1.98062384]"
],
[
"[0.52784437 0.54268694 0.12358981 0.72116476]",
"[1.52784443 1.54268694 1.12358975 1.7211647 ]"
],
[
"[0.73217702 0.65233225 0.44077861 0.33837909]",
"[1.73217702 1.65233231 1.44077861 1.33837914]"
],
[
"[0.34084332 0.73018837 0.54168713 0.91440833]",
"[1.34084332 1.73018837 1.54168713 1.91440833]"
],
[
"[0.60110539 0.3618983 0.32342511 0.98672163]",
"[1.60110545 1.3618983 1.32342505 1.98672163]"
],
[
"[0.77427191 0.21829212 0.12769502 0.74303615]",
"[1.77427197 1.21829212 1.12769508 1.74303615]"
],
[
"[0.08107251 0.2602725 0.18861133 0.44833237]",
"[1.08107257 1.2602725 1.18861127 1.44833231]"
],
[
"[0.59812403 0.78395379 0.0291847 0.81814629]",
"[1.59812403 1.78395379 1.0291847 1.81814623]"
],
[
"[0.93488538 0.73882395 0.37345302 0.0274905 ]",
"[1.93488538 1.73882389 1.37345302 1.0274905 ]"
],
[
"[0.30631393 0.48311198 0.87847513 0.67559886]",
"[1.30631399 1.48311198 1.87847519 1.67559886]"
],
[
"[0.18720162 0.74115586 0.98626411 0.30355608]",
"[1.18720162 1.74115586 1.98626411 1.30355608]"
],
[
"[0.85566247 0.83362883 0.48424995 0.25265992]",
"[1.85566247 1.83362889 1.48424995 1.25265992]"
],
[
"[0.95928186 0.84273899 0.71514636 0.38619852]",
"[1.95928192 1.84273899 1.7151463 1.38619852]"
],
[
"[0.32565445 0.90939188 0.07488042 0.13730896]",
"[1.32565451 1.90939188 1.07488036 1.13730896]"
],
[
"[0.9829582 0.59269661 0.40120947 0.95487177]",
"[1.9829582 1.59269667 1.40120947 1.95487177]"
],
[
"[0.54914117 0.03810108 0.87531954 0.73044223]",
"[1.54914117 1.03810108 1.87531948 1.73044229]"
],
[
"[0.67418337 0.79634351 0.23229051 0.71345252]",
"[1.67418337 1.79634356 1.23229051 1.71345258]"
],
[
"[0.87285906 0.48354989 0.39394957 0.59456545]",
"[1.872859 1.48354983 1.39394951 1.59456539]"
],
[
"[0.94559073 0.65736622 0.25761551 0.48553199]",
"[1.94559073 1.65736628 1.25761557 1.48553205]"
],
[
"[0.60075855 0.12234765 0.00614399 0.30560958]",
"[1.60075855 1.12234759 1.00614405 1.30560958]"
],
[
"[0.39147133 0.29854035 0.84663737 0.58175623]",
"[1.39147139 1.29854035 1.84663737 1.58175623]"
],
[
"[0.02162331 0.81861657 0.92468154 0.07808572]",
"[1.02162337 1.81861663 1.92468154 1.07808566]"
],
[
"[0.02235305 0.52774918 0.7331115 0.84358269]",
"[1.02235305 1.52774918 1.7331115 1.84358263]"
],
[
"[0.6080932 0.56563014 0.32107437 0.72599429]",
"[1.60809326 1.5656302 1.32107437 1.72599435]"
],
[
"[0.67447788 0.6125319 0.98007888 0.65968603]",
"[1.67447782 1.6125319 1.98007894 1.65968609]"
],
[
"[0.47963417 0.81818312 0.48720706 0.49339259]",
"[1.47963417 1.81818318 1.48720706 1.49339259]"
],
[
"[0.9630242 0.76359051 0.24853623 0.76881069]",
"[1.96302414 1.76359057 1.24853623 1.76881075]"
],
[
"[0.60609657 0.96257663 0.19292736 0.95702219]",
"[1.60609651 1.96257663 1.19292736 1.95702219]"
],
[
"[0.80654246 0.08253473 0.74478531 0.71257162]",
"[1.8065424 1.08253479 1.74478531 1.71257162]"
],
[
"[0.70167565 0.26930219 0.5660674 0.61194974]",
"[1.70167565 1.26930213 1.56606746 1.61194968]"
],
[
"[0.76933283 0.86241865 0.44114518 0.65644735]",
"[1.76933289 1.86241865 1.44114518 1.65644741]"
],
[
"[0.59492421 0.90274489 0.38069052 0.46101224]",
"[1.59492421 1.90274489 1.38069057 1.46101224]"
],
[
"[0.12024075 0.21342516 0.56858408 0.58644271]",
"[1.12024069 1.21342516 1.56858408 1.58644271]"
],
[
"[0.91730917 0.22574073 0.09591609 0.33056474]",
"[1.91730917 1.22574067 1.09591603 1.33056474]"
],
[
"[0.49691743 0.61873293 0.90698647 0.94486356]",
"[1.49691749 1.61873293 1.90698647 1.94486356]"
],
[
"[0.6032477 0.83361369 0.18538666 0.19108021]",
"[1.60324764 1.83361363 1.18538666 1.19108021]"
],
[
"[0.63235509 0.70352674 0.96188956 0.46240485]",
"[1.63235509 1.70352674 1.96188951 1.46240485]"
],
[
"[0.37959969 0.42820001 0.10690689 0.96353984]",
"[1.37959969 1.42820001 1.10690689 1.96353984]"
],
[
"[0.49607176 0.1922397 0.46640229 0.78321403]",
"[1.49607182 1.19223976 1.46640229 1.78321409]"
],
[
"[0.40234613 0.54987347 0.49542785 0.54153186]",
"[1.40234613 1.54987347 1.49542785 1.5415318 ]"
],
[
"[0.80893755 0.92237449 0.88346356 0.93164903]",
"[1.80893755 1.92237449 1.88346362 1.93164897]"
],
[
"[0.12858278 0.09930819 0.83222693 0.72485673]",
"[1.12858272 1.09930825 1.83222699 1.72485673]"
],
[
"[0.72470158 0.4940322 0.41027349 0.89364016]",
"[1.72470164 1.49403214 1.41027355 1.89364016]"
],
[
"[0.47856545 0.46267092 0.6376707 0.84747767]",
"[1.47856545 1.46267092 1.63767076 1.84747767]"
],
[
"[0.49584109 0.80599248 0.07096875 0.75872749]",
"[1.49584103 1.80599248 1.07096875 1.75872755]"
],
[
"[0.43500566 0.66041756 0.80293626 0.96224713]",
"[1.43500566 1.66041756 1.80293632 1.96224713]"
],
[
"[0.78397602 0.74223626 0.26603186 0.41664881]",
"[1.78397608 1.74223626 1.26603186 1.41664886]"
],
[
"[0.28942841 0.05601001 0.33039129 0.27781558]",
"[1.28942847 1.05601001 1.33039129 1.27781558]"
],
[
"[0.68094063 0.45189077 0.22661722 0.37354094]",
"[1.68094063 1.45189071 1.22661722 1.37354088]"
],
[
"[0.43681622 0.74680805 0.83598751 0.12414402]",
"[1.43681622 1.74680805 1.83598757 1.12414408]"
],
[
"[0.47870928 0.17129105 0.27300501 0.20634609]",
"[1.47870922 1.17129111 1.27300501 1.20634604]"
],
[
"[0.87608397 0.93200487 0.80169648 0.37758952]",
"[1.87608397 1.93200493 1.80169654 1.37758946]"
],
[
"[0.68891573 0.25576538 0.96339929 0.503833 ]",
"[1.68891573 1.25576544 1.96339929 1.50383306]"
]
]
},
"training": {
"columns": [
"training_loss"
],
"data": [
[
6.555733680725098
],
[
6.554944038391113
],
[
6.55296516418457
],
[
6.548610210418701
],
[
6.535983085632324
],
[
6.466609477996826
],
[
6.20288610458374
],
[
5.8472371101379395
],
[
5.5584564208984375
],
[
5.33333683013916
],
[
5.17060661315918
],
[
5.063502311706543
],
[
4.999838352203369
],
[
4.965360641479492
],
[
4.948026180267334
],
[
4.939694881439209
],
[
4.935696125030518
],
[
4.933663368225098
],
[
4.932487487792969
],
[
4.931674003601074
],
[
4.931013107299805
],
[
4.930419445037842
],
[
4.9298577308654785
],
[
4.929310321807861
],
[
4.928773880004883
],
[
4.928244590759277
],
[
4.92772102355957
],
[
4.927202224731445
],
[
4.9266886711120605
],
[
4.926178455352783
],
[
4.925673961639404
],
[
4.925175189971924
],
[
4.924680709838867
],
[
4.924190998077393
],
[
4.9237060546875
],
[
4.923225402832031
],
[
4.922747611999512
],
[
4.922275066375732
],
[
4.921806335449219
],
[
4.921341419219971
],
[
4.9208807945251465
],
[
4.92042350769043
],
[
4.919970512390137
],
[
4.919521331787109
],
[
4.919075965881348
],
[
4.918633460998535
],
[
4.9181952476501465
],
[
4.917760848999023
],
[
4.917329788208008
],
[
4.9169020652771
],
[
4.916477680206299
],
[
4.916057586669922
],
[
4.915640830993652
],
[
4.915226936340332
],
[
4.914815425872803
],
[
4.914408206939697
],
[
4.913976669311523
],
[
4.913307189941406
],
[
4.912381172180176
],
[
4.898292064666748
],
[
4.617427825927734
],
[
4.121082305908203
],
[
3.7950897216796875
],
[
3.5965182781219482
],
[
3.4857537746429443
],
[
3.4286201000213623
],
[
3.4002723693847656
],
[
3.386326789855957
],
[
3.3793768882751465
],
[
3.375826120376587
],
[
3.3738863468170166
],
[
3.3727173805236816
],
[
3.3719210624694824
],
[
3.371305227279663
],
[
3.3707759380340576
],
[
3.3702962398529053
],
[
3.3698418140411377
],
[
3.369401693344116
],
[
3.368969678878784
],
[
3.368543863296509
],
[
3.36812162399292
],
[
3.3677031993865967
],
[
3.3672878742218018
],
[
3.366875648498535
],
[
3.3664660453796387
],
[
3.366058349609375
],
[
3.365654230117798
],
[
3.365252733230591
],
[
3.364853620529175
],
[
3.364457130432129
],
[
3.364063262939453
],
[
3.3636717796325684
],
[
3.3632826805114746
],
[
3.362895965576172
],
[
3.36251163482666
],
[
3.3621296882629395
],
[
3.3617496490478516
],
[
3.361372232437134
],
[
3.360997200012207
],
[
3.360565423965454
]
]
}
},
"other": {
"model": "ModelConfig(model=Sequential(\n (0) - Identity(): Input__tensor_1_output -> START_Repeat_1_output\n (1) - Linear(4, 4, bias=True): START_Repeat_1_output -> Linear_1_output\n (2) - <function leaky_relu at 0x7b265b334f40>: Linear_1_output -> Activation_1_output\n (3) - Identity(): Activation_1_output -> START_Repeat_1_output\n (4) - Linear(4, 4, bias=True): START_Repeat_1_output -> Linear_1_output\n (5) - <function leaky_relu at 0x7b265b334f40>: Linear_1_output -> Activation_1_output\n (6) - Identity(): Activation_1_output -> END_Repeat_1_output\n (7) - Identity(): END_Repeat_1_output -> Output_1_x\n (8) - Identity(): Output_1_x -> Output_1_x\n), model_inputs=['Input__tensor_1_output'], model_outputs=['Output_1_x'], loss_inputs=['Input__tensor_3_output', 'Output_1_x'], loss=Sequential(\n (0) - <function constant_vector.<locals>.<lambda> at 0x7b259023f4c0>: nothing -> Constant_vector_1_output\n (1) - <built-in method add of type object at 0x7b265799ef00>: Input__tensor_3_output, Constant_vector_1_output -> Add_1_output\n (2) - <function mse_loss at 0x7b265b336a20>: Output_1_x, Add_1_output -> MSE_loss_2_output\n (3) - Identity(): MSE_loss_2_output -> loss\n), optimizer_parameters={'lr': 0.1, 'type': <OptionsFor_type.SGD: 4>}, optimizer=SGD (\nParameter Group 0\n dampening: 0\n differentiable: False\n foreach: None\n fused: None\n lr: 0.1\n maximize: False\n momentum: 0\n nesterov: False\n weight_decay: 0\n), source_workspace='Model definition', trained=True)"
},
"relations": []
},
"error": null,
"input_metadata": [
{
"dataframes": {
"df": {
"columns": [
"x",
"y"
]
},
"df_test": {
"columns": [
"pred",
"x",
"y"
]
},
"df_train": {
"columns": [
"x",
"y"
]
},
"training": {
"columns": [
"training_loss"
]
}
},
"other": {
"model": {
"model": {
"inputs": [
"Input__tensor_1_output"
],
"loss_inputs": [
"Input__tensor_3_output",
"Output_1_x"
],
"outputs": [
"Output_1_x"
],
"trained": true
},
"type": "model"
}
},
"relations": []
}
],
"meta": {
"inputs": {
"bundle": {
"name": "bundle",
"position": "left",
"type": {
"type": "<class 'lynxkite_graph_analytics.core.Bundle'>"
}
}
},
"name": "View tables",
"outputs": {},
"params": {
"limit": {
"default": 100.0,
"name": "limit",
"type": {
"type": "<class 'int'>"
}
}
},
"type": "table_view"
},
"params": {
"limit": 100.0,
"tables_open": {
"df_test": true,
"df_train": false,
"training": false
}
},
"status": "done",
"title": "View tables"
},
"dragHandle": ".bg-primary",
"height": 711.0,
"id": "View tables 1",
"position": {
"x": 2900.3734843758352,
"y": -128.41609608842867
},
"type": "table_view",
"width": 836.0
},
{
"data": {
"__execution_delay": 0.0,
"collapsed": null,
"display": null,
"error": null,
"input_metadata": [
{
"dataframes": {
"df": {
"columns": [
"x",
"y"
]
},
"df_test": {
"columns": [
"x",
"y"
]
},
"df_train": {
"columns": [
"x",
"y"
]
}
},
"other": {},
"relations": []
}
],
"meta": {
"inputs": {
"bundle": {
"name": "bundle",
"position": "left",
"type": {
"type": "<class 'lynxkite_graph_analytics.core.Bundle'>"
}
}
},
"name": "Define model",
"outputs": {
"output": {
"name": "output",
"position": "right",
"type": {
"type": "None"
}
}
},
"params": {
"model_workspace": {
"default": null,
"name": "model_workspace",
"type": {
"type": "<class 'str'>"
}
},
"save_as": {
"default": "model",
"name": "save_as",
"type": {
"type": "<class 'str'>"
}
}
},
"type": "basic"
},
"params": {
"model_workspace": "Model definition",
"save_as": "model"
},
"status": "done",
"title": "Define model"
},
"dragHandle": ".bg-primary",
"height": 537.0,
"id": "Define model 1",
"position": {
"x": 795.0,
"y": -45.0
},
"type": "basic",
"width": 498.0
},
{
"data": {
"__execution_delay": 0.0,
"collapsed": null,
"display": null,
"error": null,
"input_metadata": [
{
"dataframes": {
"df": {
"columns": [
"x",
"y"
]
},
"df_test": {
"columns": [
"x",
"y"
]
},
"df_train": {
"columns": [
"x",
"y"
]
}
},
"other": {
"model": {
"model": {
"inputs": [
"Input__tensor_1_output"
],
"loss_inputs": [
"Input__tensor_3_output",
"Output_1_x"
],
"outputs": [
"Output_1_x"
],
"trained": false
},
"type": "model"
}
},
"relations": []
}
],
"meta": {
"inputs": {
"bundle": {
"name": "bundle",
"position": "left",
"type": {
"type": "<class 'lynxkite_graph_analytics.core.Bundle'>"
}
}
},
"name": "Train model",
"outputs": {
"output": {
"name": "output",
"position": "right",
"type": {
"type": "None"
}
}
},
"params": {
"epochs": {
"default": 1.0,
"name": "epochs",
"type": {
"type": "<class 'int'>"
}
},
"input_mapping": {
"default": null,
"name": "input_mapping",
"type": {
"type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelTrainingInputMapping'>"
}
},
"model_name": {
"default": "model",
"name": "model_name",
"type": {
"type": "<class 'str'>"
}
}
},
"type": "basic"
},
"params": {
"epochs": "501",
"input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_train\",\"column\":\"x\"},\"Input__tensor_3_output\":{\"df\":\"df_train\",\"column\":\"y\"}}}",
"model_name": "model"
},
"status": "done",
"title": "Train model"
},
"dragHandle": ".bg-primary",
"height": 604.0,
"id": "Train model 2",
"position": {
"x": 1399.5245787239226,
"y": -19.196202428593544
},
"type": "basic",
"width": 586.0
},
{
"data": {
"__execution_delay": 0.0,
"collapsed": null,
"display": null,
"error": null,
"input_metadata": [
{
"dataframes": {
"df": {
"columns": [
"x",
"y"
]
},
"df_test": {
"columns": [
"x",
"y"
]
},
"df_train": {
"columns": [
"x",
"y"
]
},
"training": {
"columns": [
"training_loss"
]
}
},
"other": {
"model": {
"model": {
"inputs": [
"Input__tensor_1_output"
],
"loss_inputs": [
"Input__tensor_3_output",
"Output_1_x"
],
"outputs": [
"Output_1_x"
],
"trained": true
},
"type": "model"
}
},
"relations": []
}
],
"meta": {
"inputs": {
"bundle": {
"name": "bundle",
"position": "left",
"type": {
"type": "<class 'lynxkite_graph_analytics.core.Bundle'>"
}
}
},
"name": "Model inference",
"outputs": {
"output": {
"name": "output",
"position": "right",
"type": {
"type": "None"
}
}
},
"params": {
"input_mapping": {
"default": null,
"name": "input_mapping",
"type": {
"type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelInferenceInputMapping'>"
}
},
"model_name": {
"default": "model",
"name": "model_name",
"type": {
"type": "<class 'str'>"
}
},
"output_mapping": {
"default": null,
"name": "output_mapping",
"type": {
"type": "<class 'lynxkite_graph_analytics.lynxkite_ops.ModelOutputMapping'>"
}
}
},
"type": "basic"
},
"params": {
"input_mapping": "{\"map\":{\"Input__tensor_1_output\":{\"df\":\"df_test\",\"column\":\"x\"}}}",
"model_name": "model",
"output_mapping": "{\"map\":{\"Output_1_x\":{\"df\":\"df_test\",\"column\":\"pred\"}}}"
},
"status": "done",
"title": "Model inference"
},
"dragHandle": ".bg-primary",
"height": 650.0,
"id": "Model inference 1",
"position": {
"x": 2181.718373860645,
"y": -69.44701793295484
},
"type": "basic",
"width": 529.0
},
{
"data": {
"__execution_delay": null,
"collapsed": false,
"display": {
"series": [
{
"data": [
6.555733680725098,
6.554944038391113,
6.55296516418457,
6.548610210418701,
6.535983085632324,
6.466609477996826,
6.20288610458374,
5.8472371101379395,
5.5584564208984375,
5.33333683013916,
5.17060661315918,
5.063502311706543,
4.999838352203369,
4.965360641479492,
4.948026180267334,
4.939694881439209,
4.935696125030518,
4.933663368225098,
4.932487487792969,
4.931674003601074,
4.931013107299805,
4.930419445037842,
4.9298577308654785,
4.929310321807861,
4.928773880004883,
4.928244590759277,
4.92772102355957,
4.927202224731445,
4.9266886711120605,
4.926178455352783,
4.925673961639404,
4.925175189971924,
4.924680709838867,
4.924190998077393,
4.9237060546875,
4.923225402832031,
4.922747611999512,
4.922275066375732,
4.921806335449219,
4.921341419219971,
4.9208807945251465,
4.92042350769043,
4.919970512390137,
4.919521331787109,
4.919075965881348,
4.918633460998535,
4.9181952476501465,
4.917760848999023,
4.917329788208008,
4.9169020652771,
4.916477680206299,
4.916057586669922,
4.915640830993652,
4.915226936340332,
4.914815425872803,
4.914408206939697,
4.913976669311523,
4.913307189941406,
4.912381172180176,
4.898292064666748,
4.617427825927734,
4.121082305908203,
3.7950897216796875,
3.5965182781219482,
3.4857537746429443,
3.4286201000213623,
3.4002723693847656,
3.386326789855957,
3.3793768882751465,
3.375826120376587,
3.3738863468170166,
3.3727173805236816,
3.3719210624694824,
3.371305227279663,
3.3707759380340576,
3.3702962398529053,
3.3698418140411377,
3.369401693344116,
3.368969678878784,
3.368543863296509,
3.36812162399292,
3.3677031993865967,
3.3672878742218018,
3.366875648498535,
3.3664660453796387,
3.366058349609375,
3.365654230117798,
3.365252733230591,
3.364853620529175,
3.364457130432129,
3.364063262939453,
3.3636717796325684,
3.3632826805114746,
3.362895965576172,
3.36251163482666,
3.3621296882629395,
3.3617496490478516,
3.361372232437134,
3.360997200012207,
3.360565423965454,
3.3599040508270264,
3.358344554901123,
3.3526530265808105,
3.1886250972747803,
2.493813991546631,
2.120063543319702,
1.9146852493286133,
1.8076237440109253,
1.7541229724884033,
1.7278579473495483,
1.7149454355239868,
1.7084959745407104,
1.7051724195480347,
1.7033671140670776,
1.7023035287857056,
1.7016030550003052,
1.7010818719863892,
1.7006505727767944,
1.700264811515808,
1.6999033689498901,
1.6995559930801392,
1.6992167234420776,
1.6988850831985474,
1.698557734489441,
1.6982333660125732,
1.6979128122329712,
1.6975947618484497,
1.697279691696167,
1.6969672441482544,
1.6966571807861328,
1.6963502168655396,
1.6960453987121582,
1.6957430839538574,
1.695443034172058,
1.695145845413208,
1.694850206375122,
1.6945568323135376,
1.6942657232284546,
1.693976640701294,
1.6936899423599243,
1.693405032157898,
1.693122386932373,
1.6928414106369019,
1.6925625801086426,
1.6922856569290161,
1.6919065713882446,
1.690630555152893,
1.68557870388031,
1.5975290536880493,
0.8456271886825562,
0.4513288736343384,
0.25151726603507996,
0.15580329298973083,
0.11155778914690018,
0.0913151204586029,
0.08200077712535858,
0.07760249078273773,
0.07543919235467911,
0.07430373877286911,
0.07363089919090271,
0.07317215949296951,
0.07281413674354553,
0.07250265777111053,
0.07221411168575287,
0.07193759828805923,
0.07166803628206253,
0.07140310853719711,
0.07114166021347046,
0.07088318467140198,
0.07062739878892899,
0.07037410885095596,
0.07012324780225754,
0.06987473368644714,
0.0696285143494606,
0.06938453763723373,
0.06914274394512177,
0.06890309602022171,
0.06866554915904999,
0.06843006610870361,
0.06819657981395721,
0.0679650828242302,
0.06773551553487778,
0.06750784814357758,
0.06728203594684601,
0.06705804914236069,
0.06683585047721863,
0.06661540269851685,
0.06639666110277176,
0.06617961078882217,
0.06596419960260391,
0.06575042754411697,
0.06553823500871658,
0.06532759964466095,
0.06511848419904709,
0.064910888671875,
0.0647047609090805,
0.06450007855892181,
0.06429680436849594,
0.06409493088722229,
0.06389442831277847,
0.0636952668428421,
0.06349742412567139,
0.06330087780952454,
0.06310559064149857,
0.06291156262159348,
0.06271877139806747,
0.06252724677324295,
0.06233883276581764,
0.06215155869722366,
0.06196539103984833,
0.06178028881549835,
0.06159627065062523,
0.06141253188252449,
0.06122831255197525,
0.06104515865445137,
0.060862984508275986,
0.060681819915771484,
0.060501642525196075,
0.06032241880893707,
0.06014414504170418,
0.0599668063223362,
0.05979039520025253,
0.059614893049001694,
0.05944027379155159,
0.05926653370261192,
0.0590936541557312,
0.05892163887619972,
0.058750469237565994,
0.05858011916279793,
0.05841059237718582,
0.05824188515543938,
0.05807396024465561,
0.057906828820705414,
0.057740647345781326,
0.05757540464401245,
0.05741092935204506,
0.05724719911813736,
0.05708419531583786,
0.056921932846307755,
0.056760407984256744,
0.05659957975149155,
0.056439463049173355,
0.05628008395433426,
0.05612262710928917,
0.05596587806940079,
0.05580982193350792,
0.05565442517399788,
0.05549969524145126,
0.055345602333545685,
0.05519215390086174,
0.05503934621810913,
0.05488717928528786,
0.05473561957478523,
0.05458468943834305,
0.05443437770009041,
0.05428466200828552,
0.054135557264089584,
0.05398706719279289,
0.053839173167943954,
0.05369186773896217,
0.053545158356428146,
0.053399037569761276,
0.053253501653671265,
0.05310855060815811,
0.05296417325735092,
0.05282038077712059,
0.052677154541015625,
0.05253450572490692,
0.052392419427633286,
0.05225091055035591,
0.052109960466623306,
0.05196956917643547,
0.0518297478556633,
0.051690489053726196,
0.051551785320043564,
0.0514136403799057,
0.05127605423331261,
0.05113902688026428,
0.05100254341959953,
0.050866615027189255,
0.050731245428323746,
0.050596434623003006,
0.05046217143535614,
0.05032845586538315,
0.050195302814245224,
0.050063036382198334,
0.04993150010704994,
0.04980050027370453,
0.04967004060745239,
0.04954012110829353,
0.04941074177622795,
0.04928191378712654,
0.04915362596511841,
0.049025874584913254,
0.04889867082238197,
0.048772018402814865,
0.04864589869976044,
0.04852033033967018,
0.048395317047834396,
0.04827084019780159,
0.04814692586660385,
0.048023562878370285,
0.047900740057229996,
0.04777849093079567,
0.04765677452087402,
0.047535620629787445,
0.04741503298282623,
0.04729500412940979,
0.04717553034424782,
0.04705661162734032,
0.04693825542926788,
0.046820469200611115,
0.04670325294137001,
0.04658660292625427,
0.0464705266058445,
0.046355005353689194,
0.04624006524682045,
0.04612569883465767,
0.04601190239191055,
0.045898690819740295,
0.045786052942276,
0.04567399621009827,
0.045562516897916794,
0.045451629906892776,
0.04534132033586502,
0.045231595635414124,
0.04512246325612068,
0.0450139194726944,
0.04490596801042557,
0.0447986014187336,
0.04469182714819908,
0.044585663825273514,
0.044480081647634506,
0.04437509924173355,
0.044270724058151245,
0.044166941195726395,
0.04406376928091049,
0.043961189687252045,
0.043859221041202545,
0.043757855892181396,
0.0436570979654789,
0.043556950986385345,
0.04345741122961044,
0.04335847496986389,
0.043260157108306885,
0.043162450194358826,
0.043065350502729416,
0.04296887293457985,
0.04287301376461983,
0.042777761816978455,
0.042683135718107224,
0.04258912056684494,
0.0424957200884819,
0.04240293800830841,
0.04231078177690506,
0.04221924766898155,
0.042128320783376694,
0.042038023471832275,
0.0419483482837677,
0.04185928776860237,
0.041770849376916885,
0.04168303310871124,
0.04159584268927574,
0.041509270668029785,
0.04142332077026367,
0.0413379967212677,
0.041253287345170975,
0.04116920009255409,
0.04108574241399765,
0.04100290313363075,
0.0409206748008728,
0.04083907976746559,
0.04075809568166733,
0.04067773371934891,
0.04059799015522003,
0.040518868714571,
0.04044036194682121,
0.04036247357726097,
0.04028518870472908,
0.04020853713154793,
0.04013249650597572,
0.04005706310272217,
0.03998224437236786,
0.0399080328643322,
0.039834436029195786,
0.03976144269108772,
0.03968906030058861,
0.03961728513240814,
0.03954610973596573,
0.039475537836551666,
0.039405565708875656,
0.039336204528808594,
0.039267439395189285,
0.039199262857437134,
0.039131682366132736,
0.039064694195985794,
0.038998302072286606,
0.03893250226974487,
0.03886728733778,
0.03880265727639198,
0.03873860836029053,
0.03867514058947563,
0.038612257689237595,
0.03854995220899582,
0.03848820924758911,
0.038427043706178665,
0.03836645558476448,
0.03830643370747566,
0.03824697434902191,
0.03818807750940323,
0.03812974691390991,
0.03807196766138077,
0.038014743477106094,
0.03795807808637619,
0.037901945412158966,
0.03784637898206711,
0.03779134526848793,
0.037736862897872925,
0.0376829169690609,
0.03762950003147125,
0.03757662698626518,
0.0375242754817009,
0.037472449243068695,
0.037421151995658875,
0.03737037256360054,
0.03732011467218399,
0.03727036714553833,
0.037221141159534454,
0.03717241436243057,
0.03712419793009758,
0.03707648068666458,
0.03702925890684128,
0.03698254004120827,
0.03693631663918495,
0.036890659481287,
0.03684551268815994,
0.0368008129298687,
0.03675663098692894,
0.036712903529405594,
0.036669641733169556,
0.03662687912583351,
0.036584511399269104,
0.03654272109270096,
0.03650124743580818,
0.036460358649492264,
0.036419834941625595,
0.036379750818014145,
0.03634019196033478,
0.03630095347762108,
0.036262281239032745,
0.03622394800186157,
0.03618605434894562,
0.03614864870905876,
0.036111559718847275,
0.03607500344514847,
0.03603879734873772,
0.03600297123193741,
0.035967666655778885,
0.03593263775110245,
0.03589808568358421,
0.03586391359567642,
0.035830091685056686,
0.03579675778746605,
0.03576372563838959,
0.035731080919504166,
0.035698890686035156,
0.03566697612404823,
0.03563550114631653,
0.03560439869761467,
0.03557359054684639,
0.035543229430913925,
0.03551318868994713,
0.0354834720492363,
0.03545418381690979,
0.03542518988251686,
0.0353965200483799,
0.03536826744675636,
0.03534029796719551,
0.03531263768672943,
0.03528539463877678,
0.03525841608643532,
0.03523174673318863,
0.035205475986003876,
0.035179443657398224,
0.035153742879629135,
0.035128407180309296,
0.035103317350149155,
0.03507854789495468,
0.035054128617048264,
0.03502993658185005,
0.03500606119632721,
0.03498252108693123,
0.03495921194553375,
0.034936197102069855,
0.034913524985313416,
0.03489106893539429,
0.03486888110637665,
0.03484703600406647,
0.0348254032433033,
0.03480403125286102,
0.034782975912094116
],
"type": "line"
}
],
"title": {
"text": "Training loss"
},
"xAxis": {
"type": "category"
},
"yAxis": {
"type": "value"
}
},
"error": null,
"input_metadata": [
{
"dataframes": {
"df": {
"columns": [
"x",
"y"
]
},
"df_test": {
"columns": [
"x",
"y"
]
},
"df_train": {
"columns": [
"x",
"y"
]
},
"training": {
"columns": [
"training_loss"
]
}
},
"other": {
"model": {
"model": {
"inputs": [
"Input__tensor_1_output"
],
"loss_inputs": [
"Input__tensor_3_output",
"Output_1_x"
],
"outputs": [
"Output_1_x"
],
"trained": true
},
"type": "model"
}
},
"relations": []
}
],
"meta": {
"inputs": {
"bundle": {
"name": "bundle",
"position": "left",
"type": {
"type": "<class 'lynxkite_graph_analytics.core.Bundle'>"
}
}
},
"name": "View loss",
"outputs": {},
"params": {},
"position": {
"x": 968.0,
"y": 610.0
},
"type": "visualization"
},
"params": {},
"status": "done",
"title": "View loss"
},
"dragHandle": ".bg-primary",
"height": 417.0,
"id": "View loss 1",
"position": {
"x": 2052.643815443704,
"y": 617.6466886696832
},
"type": "visualization",
"width": 721.0
}
]
}