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Muhammad-Yunus/MLP_ODE_Data.py

Created April 15, 2020 01:55
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MLP ODE Timeseries
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MLP_ODE_Data.py
#ODE Critical Dumped
Critical_Dumped = np.array(
[1. , 0.9980310417, 0.9921647546, 0.982472909 ,
0.9690414108, 0.9519697845, 0.9313706249, 0.9073689737,
0.8801016795, 0.849716714 , 0.8163724522, 0.7802369177,
0.7414870035, 0.7003076647, 0.6568910904, 0.6114358603,
0.5641460809, 0.5152305196, 0.4649017207, 0.413375126 ,
0.3608681911, 0.3075995058, 0.2537879208, 0.1996516846,
0.1454075937, 0.0912701602, 0.03745079 , -0.0158429971,
-0.0684083469, -0.1200477968, -0.1705699976, -0.2197903762,
-0.2675317882, -0.3136251097, -0.357909813 , -0.4002344788,
-0.4404572881, -0.4784464496, -0.514080601 , -0.5472491475,
-0.5778525705, -0.6058026738, -0.631022786 , -0.6534479257,
-0.6730249082, -0.6897124025, -0.7034809536, -0.7143129403,
-0.7222025059, -0.7271554269, -0.7291889493, -0.7283315743,
-0.7246228077, -0.7181128672, -0.7088623493, -0.6969418641,
-0.6824316288, -0.6654210374, -0.6460081906, -0.6242994034,
-0.600408684 , -0.5744571897, -0.5465726616, -0.5168888402,
-0.4855448647, -0.4526846591, -0.4184563065, -0.3830114154,
-0.3465044798, -0.3090922362, -0.2709330187, -0.2321861181,
-0.1930111436, -0.1535673911, -0.1140132215, -0.0745054504,
-0.0351987505, 0.003754929 , 0.0422069253, 0.0800124039,
0.1170308854, 0.1531267358, 0.1881696438, 0.2220350633,
0.2546046337, 0.285766565 , 0.3154159967, 0.3434553225,
0.3697944836, 0.3943512278, 0.4170513356, 0.4378288112,
0.4566260387, 0.473393905 , 0.4880918848, 0.5006880942,
0.5111593073, 0.5194909353, 0.5256769831, 0.5297199641,
0.5316307794, 0.5314285699, 0.5291405445, 0.5248017686,
0.5184549263, 0.5101500591, 0.4999442785, 0.4879014522,
0.4740918675, 0.4585918763, 0.4414835191, 0.4228541313,
0.4027959332, 0.381405608 , 0.3587838644, 0.3350349905,
0.3102664019, 0.2845881775, 0.2581125951, 0.2309536624,
0.203226647 , 0.1750476083, 0.1465329314, 0.1177988654,
0.088961068 , 0.0601341595, 0.0314312839, 0.0029636838,
-0.0251597126, -0.0528326928, -0.0799521409, -0.1064184049,
-0.1321356471, -0.1570121683, -0.180960722 , -0.203898798 ,
-0.2257488868, -0.2464387264, -0.2659015144, -0.2840761068,
-0.300907187 , -0.3163454067, -0.3303475111, -0.3428764278,
-0.353901336 , -0.3633977138, -0.3713473487, -0.3777383362,
-0.3825650461, -0.385828062 , -0.3875341099, -0.3876959473,
-0.3863322415, -0.383467421 , -0.3791315077, -0.3733599292,
-0.366193312 , -0.3576772569, -0.3478620974, -0.3368026429,
-0.3245579066, -0.3111908228, -0.2967679536, -0.2813591698,
-0.2650373477, -0.2478780387, -0.2299591432, -0.2113605708,
-0.1921639049, -0.1724520582, -0.1523089317, -0.1318190728,
-0.1110673334, -0.0901385351, -0.0691171352, -0.0480868979,
-0.027130576 , -0.0063295973, 0.0142362391, 0.0344890553,
0.054353177 , 0.0737554036, 0.092625264 , 0.1108952602,
0.1285010962, 0.1453818881, 0.1614803636, 0.1767430396,
0.1911203865, 0.2045669727, 0.217041592 , 0.2285073731,
0.2389318696, 0.248287133 , 0.2565497656, 0.263700956 ,
0.2697264957, 0.2746167771, 0.278366774 , 0.2809760031,
0.2824484705, 0.2827926011, 0.2820211462, 0.2801510816,
0.2772034898, 0.2732034233, 0.2681797564, 0.2621650261,
0.2551952569, 0.2473097757, 0.2385510165, 0.2289643145,
0.2185976919, 0.2075016354, 0.1957288669, 0.1833341082,
0.170373842 , 0.1569060669, 0.142990051 , 0.1286860826,
0.1140552212, 0.0991590476, 0.0840594155, 0.0688182049,
0.0534970785, 0.0381572423, 0.0228592109, 0.007662578 ,
-0.0073742059, -0.0221940493, -0.0367414269, -0.0509625778,
-0.0648056959, -0.0782211079, -0.0911614408, -0.1035817819,
-0.1154398237, -0.1266959966, -0.1373135908, -0.1472588648,
-0.1565011412, -0.1650128885, -0.1727697898, -0.1797507988,
-0.1859381815, -0.1913175438, -0.1958778467, -0.1996114081,
-0.2025138908, -0.2045842776, -0.2058248338, -0.2062410574,
-0.2058416172, -0.2046382789, -0.2026458198, -0.1998819339,
-0.1963671254, -0.1921245929, -0.1871801048, -0.1815618663,
-0.175300377 , -0.1684282831, -0.1609802227, -0.1529926637,
-0.1445037384, -0.1355530732, -0.1261816128, -0.116431444 ,
-0.106345616 , -0.0959679586, -0.0853429004, -0.0745152871,
-0.0635301997, -0.0524327745, -0.0412680249, -0.0300806666,
-0.0189149448, -0.0078144669, 0.0031779612, 0.0140204939,
0.0246723963, 0.0350941945, 0.0452478088, 0.0550966927,
0.0646059513, 0.0737424623, 0.0824749815, 0.0907742425,
0.0986130483, 0.10596635 , 0.1128113212, 0.1191274169,
0.1248964282, 0.130102524 , 0.134732282 , 0.138774712 ,
0.1422212717, 0.1450658644, 0.1473048372, 0.1489369619,
0.14996341 , 0.1503877196, 0.1502157497, 0.1494556301,
0.1481176996, 0.1462144384, 0.1437603927, 0.1407720908,
0.1372679543, 0.1332682011, 0.1287947441, 0.1238710843,
0.1185221976, 0.1127744187, 0.1066553209, 0.1001935917,
0.0934189066, 0.0863618 , 0.0790535344, 0.0715259684,
0.0638114241, 0.0559425546, 0.0479522111, 0.0398733115,
0.0317387102, 0.02358107 , 0.0154327358, 0.0073256115,
-0.0007089597, -0.0086403112, -0.0164385659, -0.0240747428,
-0.03152086 , -0.0387500326, -0.045736564 , -0.0524560316,
-0.0588853717, -0.0650029439, -0.0707886042, -0.0762237665,
-0.0812914533, -0.0859763438, -0.090264813 , -0.0941449641,
-0.0976066533, -0.1006415081, -0.103242938 , -0.1054061382,
-0.1071280858, -0.10840753 , -0.1092449743, -0.1096426528,
-0.1096045001, -0.1091361138, -0.1082447128, -0.1069390876,
-0.1052295468, -0.1031278572, -0.10064718 , -0.0978020006,
-0.0946080561, -0.0910822573, -0.0872426079, -0.0831081189,
-0.0786987231, -0.0740351851, -0.0691390074, -0.0640323387,
-0.0587378778, -0.0532787776, -0.0476785487, -0.0419609622,
-0.0361499534, -0.0302695255, -0.0243436544, -0.018396195 ,
-0.0124507886, -0.0065307732, -0.0006590951, 0.005141776 ,
0.0108499298, 0.0164440939, 0.0219037101, 0.0272090056,
0.0323410614, 0.0372818758, 0.0420144233, 0.0465227101,
0.0507918233, 0.0548079763, 0.0585585491, 0.0620321226,
0.0652185097, 0.0681087792, 0.0706952745, 0.0729716282,
0.0749327723, 0.0765749401, 0.0778956655, 0.0788937769,
0.0795693843, 0.0799238645, 0.0799598385, 0.0796811464,
0.0790928169, 0.0782010321, 0.0770130899, 0.0755373606,
0.0737832405, 0.0717611029, 0.0694822443, 0.0669588288,
0.0642038298, 0.0612309683, 0.0580546502, 0.0546899004,
0.0511522969, 0.0474579019, 0.0436231932, 0.0396649939,
0.0356004021, 0.0314467203, 0.027221385 , 0.022941896 ,
0.0186257473, 0.0142903576, 0.0099530044, 0.0056307567,
0.0013404111, -0.0029015722, -0.0070791277, -0.0111766445,
-0.0151790209, -0.0190717184, -0.0228408107, -0.0264730319,
-0.0299558191, -0.0332773543, -0.0364266004, -0.0393933355,
-0.0421681827, -0.0447426365, -0.047109085 , -0.0492608291,
-0.0511920967, -0.052898055 , -0.054374816 , -0.0556194419,
-0.0566299432, -0.0574052756, -0.057945332 , -0.0582509311,
-0.0583238027, -0.0581665697, -0.0577827263, -0.0571766134,
-0.0563533913, -0.0553190083, -0.0540801698, -0.0526442991,
-0.0510195019, -0.049214525 , -0.0472387132, -0.0451019667,
-0.0428146937, -0.0403877641, -0.0378324608, -0.0351604295,
-0.0323836303, -0.0295142859, -0.0265648271, -0.023547844 ,
-0.0204760385, -0.0173621676, -0.0142189926, -0.0110592314,
-0.0078955086, -0.0047403063, -0.0016059165, 0.0014956037,
0.0045524771, 0.0075532493, 0.0104868296, 0.0133425297,
0.0161101011, 0.0187797696, 0.0213422689, 0.0237888679,
0.0261114018, 0.028302294 , 0.030354581 , 0.0322619304,
0.0340186586, 0.0356197452, 0.0370608438, 0.0383382913,
0.0394491134, 0.0403910279, 0.0411624445, 0.0417624633], np.float32)
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