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Turbo scale from GoogleAI vs Viridis, Inferno, and Jet
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# turboscale values are from https://gist.github.com/mikhailov-work/ee72ba4191942acecc03fe6da94fc73f | |
library(grDevices) | |
turbo_colormap_data = matrix(c(c(0.18995,0.07176,0.23217), | |
c(0.19483,0.08339,0.26149), | |
c(0.19956,0.09498,0.29024), | |
c(0.20415,0.10652,0.31844), | |
c(0.20860,0.11802,0.34607), | |
c(0.21291,0.12947,0.37314), | |
c(0.21708,0.14087,0.39964), | |
c(0.22111,0.15223,0.42558), | |
c(0.22500,0.16354,0.45096), | |
c(0.22875,0.17481,0.47578), | |
c(0.23236,0.18603,0.50004), | |
c(0.23582,0.19720,0.52373), | |
c(0.23915,0.20833,0.54686), | |
c(0.24234,0.21941,0.56942), | |
c(0.24539,0.23044,0.59142), | |
c(0.24830,0.24143,0.61286), | |
c(0.25107,0.25237,0.63374), | |
c(0.25369,0.26327,0.65406), | |
c(0.25618,0.27412,0.67381), | |
c(0.25853,0.28492,0.69300), | |
c(0.26074,0.29568,0.71162), | |
c(0.26280,0.30639,0.72968), | |
c(0.26473,0.31706,0.74718), | |
c(0.26652,0.32768,0.76412), | |
c(0.26816,0.33825,0.78050), | |
c(0.26967,0.34878,0.79631), | |
c(0.27103,0.35926,0.81156), | |
c(0.27226,0.36970,0.82624), | |
c(0.27334,0.38008,0.84037), | |
c(0.27429,0.39043,0.85393), | |
c(0.27509,0.40072,0.86692), | |
c(0.27576,0.41097,0.87936), | |
c(0.27628,0.42118,0.89123), | |
c(0.27667,0.43134,0.90254), | |
c(0.27691,0.44145,0.91328), | |
c(0.27701,0.45152,0.92347), | |
c(0.27698,0.46153,0.93309), | |
c(0.27680,0.47151,0.94214), | |
c(0.27648,0.48144,0.95064), | |
c(0.27603,0.49132,0.95857), | |
c(0.27543,0.50115,0.96594), | |
c(0.27469,0.51094,0.97275), | |
c(0.27381,0.52069,0.97899), | |
c(0.27273,0.53040,0.98461), | |
c(0.27106,0.54015,0.98930), | |
c(0.26878,0.54995,0.99303), | |
c(0.26592,0.55979,0.99583), | |
c(0.26252,0.56967,0.99773), | |
c(0.25862,0.57958,0.99876), | |
c(0.25425,0.58950,0.99896), | |
c(0.24946,0.59943,0.99835), | |
c(0.24427,0.60937,0.99697), | |
c(0.23874,0.61931,0.99485), | |
c(0.23288,0.62923,0.99202), | |
c(0.22676,0.63913,0.98851), | |
c(0.22039,0.64901,0.98436), | |
c(0.21382,0.65886,0.97959), | |
c(0.20708,0.66866,0.97423), | |
c(0.20021,0.67842,0.96833), | |
c(0.19326,0.68812,0.96190), | |
c(0.18625,0.69775,0.95498), | |
c(0.17923,0.70732,0.94761), | |
c(0.17223,0.71680,0.93981), | |
c(0.16529,0.72620,0.93161), | |
c(0.15844,0.73551,0.92305), | |
c(0.15173,0.74472,0.91416), | |
c(0.14519,0.75381,0.90496), | |
c(0.13886,0.76279,0.89550), | |
c(0.13278,0.77165,0.88580), | |
c(0.12698,0.78037,0.87590), | |
c(0.12151,0.78896,0.86581), | |
c(0.11639,0.79740,0.85559), | |
c(0.11167,0.80569,0.84525), | |
c(0.10738,0.81381,0.83484), | |
c(0.10357,0.82177,0.82437), | |
c(0.10026,0.82955,0.81389), | |
c(0.09750,0.83714,0.80342), | |
c(0.09532,0.84455,0.79299), | |
c(0.09377,0.85175,0.78264), | |
c(0.09287,0.85875,0.77240), | |
c(0.09267,0.86554,0.76230), | |
c(0.09320,0.87211,0.75237), | |
c(0.09451,0.87844,0.74265), | |
c(0.09662,0.88454,0.73316), | |
c(0.09958,0.89040,0.72393), | |
c(0.10342,0.89600,0.71500), | |
c(0.10815,0.90142,0.70599), | |
c(0.11374,0.90673,0.69651), | |
c(0.12014,0.91193,0.68660), | |
c(0.12733,0.91701,0.67627), | |
c(0.13526,0.92197,0.66556), | |
c(0.14391,0.92680,0.65448), | |
c(0.15323,0.93151,0.64308), | |
c(0.16319,0.93609,0.63137), | |
c(0.17377,0.94053,0.61938), | |
c(0.18491,0.94484,0.60713), | |
c(0.19659,0.94901,0.59466), | |
c(0.20877,0.95304,0.58199), | |
c(0.22142,0.95692,0.56914), | |
c(0.23449,0.96065,0.55614), | |
c(0.24797,0.96423,0.54303), | |
c(0.26180,0.96765,0.52981), | |
c(0.27597,0.97092,0.51653), | |
c(0.29042,0.97403,0.50321), | |
c(0.30513,0.97697,0.48987), | |
c(0.32006,0.97974,0.47654), | |
c(0.33517,0.98234,0.46325), | |
c(0.35043,0.98477,0.45002), | |
c(0.36581,0.98702,0.43688), | |
c(0.38127,0.98909,0.42386), | |
c(0.39678,0.99098,0.41098), | |
c(0.41229,0.99268,0.39826), | |
c(0.42778,0.99419,0.38575), | |
c(0.44321,0.99551,0.37345), | |
c(0.45854,0.99663,0.36140), | |
c(0.47375,0.99755,0.34963), | |
c(0.48879,0.99828,0.33816), | |
c(0.50362,0.99879,0.32701), | |
c(0.51822,0.99910,0.31622), | |
c(0.53255,0.99919,0.30581), | |
c(0.54658,0.99907,0.29581), | |
c(0.56026,0.99873,0.28623), | |
c(0.57357,0.99817,0.27712), | |
c(0.58646,0.99739,0.26849), | |
c(0.59891,0.99638,0.26038), | |
c(0.61088,0.99514,0.25280), | |
c(0.62233,0.99366,0.24579), | |
c(0.63323,0.99195,0.23937), | |
c(0.64362,0.98999,0.23356), | |
c(0.65394,0.98775,0.22835), | |
c(0.66428,0.98524,0.22370), | |
c(0.67462,0.98246,0.21960), | |
c(0.68494,0.97941,0.21602), | |
c(0.69525,0.97610,0.21294), | |
c(0.70553,0.97255,0.21032), | |
c(0.71577,0.96875,0.20815), | |
c(0.72596,0.96470,0.20640), | |
c(0.73610,0.96043,0.20504), | |
c(0.74617,0.95593,0.20406), | |
c(0.75617,0.95121,0.20343), | |
c(0.76608,0.94627,0.20311), | |
c(0.77591,0.94113,0.20310), | |
c(0.78563,0.93579,0.20336), | |
c(0.79524,0.93025,0.20386), | |
c(0.80473,0.92452,0.20459), | |
c(0.81410,0.91861,0.20552), | |
c(0.82333,0.91253,0.20663), | |
c(0.83241,0.90627,0.20788), | |
c(0.84133,0.89986,0.20926), | |
c(0.85010,0.89328,0.21074), | |
c(0.85868,0.88655,0.21230), | |
c(0.86709,0.87968,0.21391), | |
c(0.87530,0.87267,0.21555), | |
c(0.88331,0.86553,0.21719), | |
c(0.89112,0.85826,0.21880), | |
c(0.89870,0.85087,0.22038), | |
c(0.90605,0.84337,0.22188), | |
c(0.91317,0.83576,0.22328), | |
c(0.92004,0.82806,0.22456), | |
c(0.92666,0.82025,0.22570), | |
c(0.93301,0.81236,0.22667), | |
c(0.93909,0.80439,0.22744), | |
c(0.94489,0.79634,0.22800), | |
c(0.95039,0.78823,0.22831), | |
c(0.95560,0.78005,0.22836), | |
c(0.96049,0.77181,0.22811), | |
c(0.96507,0.76352,0.22754), | |
c(0.96931,0.75519,0.22663), | |
c(0.97323,0.74682,0.22536), | |
c(0.97679,0.73842,0.22369), | |
c(0.98000,0.73000,0.22161), | |
c(0.98289,0.72140,0.21918), | |
c(0.98549,0.71250,0.21650), | |
c(0.98781,0.70330,0.21358), | |
c(0.98986,0.69382,0.21043), | |
c(0.99163,0.68408,0.20706), | |
c(0.99314,0.67408,0.20348), | |
c(0.99438,0.66386,0.19971), | |
c(0.99535,0.65341,0.19577), | |
c(0.99607,0.64277,0.19165), | |
c(0.99654,0.63193,0.18738), | |
c(0.99675,0.62093,0.18297), | |
c(0.99672,0.60977,0.17842), | |
c(0.99644,0.59846,0.17376), | |
c(0.99593,0.58703,0.16899), | |
c(0.99517,0.57549,0.16412), | |
c(0.99419,0.56386,0.15918), | |
c(0.99297,0.55214,0.15417), | |
c(0.99153,0.54036,0.14910), | |
c(0.98987,0.52854,0.14398), | |
c(0.98799,0.51667,0.13883), | |
c(0.98590,0.50479,0.13367), | |
c(0.98360,0.49291,0.12849), | |
c(0.98108,0.48104,0.12332), | |
c(0.97837,0.46920,0.11817), | |
c(0.97545,0.45740,0.11305), | |
c(0.97234,0.44565,0.10797), | |
c(0.96904,0.43399,0.10294), | |
c(0.96555,0.42241,0.09798), | |
c(0.96187,0.41093,0.09310), | |
c(0.95801,0.39958,0.08831), | |
c(0.95398,0.38836,0.08362), | |
c(0.94977,0.37729,0.07905), | |
c(0.94538,0.36638,0.07461), | |
c(0.94084,0.35566,0.07031), | |
c(0.93612,0.34513,0.06616), | |
c(0.93125,0.33482,0.06218), | |
c(0.92623,0.32473,0.05837), | |
c(0.92105,0.31489,0.05475), | |
c(0.91572,0.30530,0.05134), | |
c(0.91024,0.29599,0.04814), | |
c(0.90463,0.28696,0.04516), | |
c(0.89888,0.27824,0.04243), | |
c(0.89298,0.26981,0.03993), | |
c(0.88691,0.26152,0.03753), | |
c(0.88066,0.25334,0.03521), | |
c(0.87422,0.24526,0.03297), | |
c(0.86760,0.23730,0.03082), | |
c(0.86079,0.22945,0.02875), | |
c(0.85380,0.22170,0.02677), | |
c(0.84662,0.21407,0.02487), | |
c(0.83926,0.20654,0.02305), | |
c(0.83172,0.19912,0.02131), | |
c(0.82399,0.19182,0.01966), | |
c(0.81608,0.18462,0.01809), | |
c(0.80799,0.17753,0.01660), | |
c(0.79971,0.17055,0.01520), | |
c(0.79125,0.16368,0.01387), | |
c(0.78260,0.15693,0.01264), | |
c(0.77377,0.15028,0.01148), | |
c(0.76476,0.14374,0.01041), | |
c(0.75556,0.13731,0.00942), | |
c(0.74617,0.13098,0.00851), | |
c(0.73661,0.12477,0.00769), | |
c(0.72686,0.11867,0.00695), | |
c(0.71692,0.11268,0.00629), | |
c(0.70680,0.10680,0.00571), | |
c(0.69650,0.10102,0.00522), | |
c(0.68602,0.09536,0.00481), | |
c(0.67535,0.08980,0.00449), | |
c(0.66449,0.08436,0.00424), | |
c(0.65345,0.07902,0.00408), | |
c(0.64223,0.07380,0.00401), | |
c(0.63082,0.06868,0.00401), | |
c(0.61923,0.06367,0.00410), | |
c(0.60746,0.05878,0.00427), | |
c(0.59550,0.05399,0.00453), | |
c(0.58336,0.04931,0.00486), | |
c(0.57103,0.04474,0.00529), | |
c(0.55852,0.04028,0.00579), | |
c(0.54583,0.03593,0.00638), | |
c(0.53295,0.03169,0.00705), | |
c(0.51989,0.02756,0.00780), | |
c(0.50664,0.02354,0.00863), | |
c(0.49321,0.01963,0.00955), | |
c(0.47960,0.01583,0.01055)), ncol = 3, byrow = T) | |
hex_colors<-rgb(turbo_colormap_data[,1],turbo_colormap_data[,2],turbo_colormap_data[,3], maxColorValue = 1) | |
p<-ggplot(faithfuld, aes(waiting, eruptions)) + geom_raster(aes(fill = density))+theme(legend.position = 'none') | |
{p+ggtitle('Viridis')+ | |
{p+ggtitle('Turbo')+scale_fill_gradientn(colors = hex_colors)}}/ | |
{{p+scale_fill_viridis(option = 'inferno')+ggtitle('Inferno')}+ | |
{p+scale_fill_colormap(colormap = colormaps$jet)+ggtitle('Jet')}} | |
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