diff --git a/config.yaml b/config.yaml index bef26ca6..5aba8dde 100644 --- a/config.yaml +++ b/config.yaml @@ -3,7 +3,7 @@ ######################################################################################################################## # See https://www.rapids.science/latest/setup/configuration/#participant-files -PIDS: [p01] #p01, p02, p03] +PIDS: [p02, p03] #p01, p02, p03] # See https://www.rapids.science/latest/setup/configuration/#automatic-creation-of-participant-files CREATE_PARTICIPANT_FILES: @@ -484,18 +484,11 @@ EMPATICA_ACCELEROMETER: FEATURES: ["maxmagnitude", "minmagnitude", "avgmagnitude", "medianmagnitude", "stdmagnitude"] SRC_SCRIPT: src/features/empatica_accelerometer/dbdp/main.py CR: - COMPUTE: False - FEATURES: ["fqHighestPeakFreqs", "fqHighestPeaks", "fqEnergyFeat", "fqEntropyFeat", "fqHistogramBins","fqAbsMean", "fqSkewness", "fqKurtosis", "fqInterquart", # Freq features - "meanLow", "areaLow", "totalAbsoluteAreaBand", "totalMagnitudeBand", "entropyBand", "skewnessBand", "kurtosisBand", - "postureDistanceLow", "absoluteMeanBand", "absoluteAreaBand", "quartilesBand", "interQuartileRangeBand", "varianceBand", - "coefficientOfVariationBand", "amplitudeBand", "totalEnergyBand", "dominantFrequencyEnergyBand", "meanCrossingRateBand", - "correlationBand", "quartilesMagnitudesBand", "interQuartileRangeMagnitudesBand", "areaUnderAccelerationMagnitude", - "peaksDataLow", "sumPerComponentBand", "velocityBand", "meanKineticEnergyBand", "totalKineticEnergyBand", "squareSumOfComponent", - "sumOfSquareComponents", "averageVectorLength", "averageVectorLengthPower", "rollAvgLow", "pitchAvgLow", "rollStdDevLow", - "pitchStdDevLow", "rollMotionAmountLow", "rollMotionRegularityLow", "manipulationLow", "rollPeaks", "pitchPeaks", "rollPitchCorrelation"] # Acc features + COMPUTE: True + FEATURES: ["totalMagnitudeBand", "absoluteMeanBand", "varianceBand"] # Acc features WINDOWS: COMPUTE: True - WINDOW_LENGTH: 10 # specify window length in seconds + WINDOW_LENGTH: 15 # specify window length in seconds SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'max', 'min'] SRC_SCRIPT: src/features/empatica_accelerometer/cr/main.py @@ -518,15 +511,12 @@ EMPATICA_TEMPERATURE: FEATURES: ["maxtemp", "mintemp", "avgtemp", "mediantemp", "modetemp", "stdtemp", "diffmaxmodetemp", "diffminmodetemp", "entropytemp"] SRC_SCRIPT: src/features/empatica_temperature/dbdp/main.py CR: - COMPUTE: False - FEATURES: ["autocorrelations", "countAboveMean", "countBelowMean", "maximum", "minimum", "meanAbsChange", "longestStrikeAboveMean", - "longestStrikeBelowMean", "stdDev", "median", "meanChange", "numberOfZeroCrossings", "absEnergy", "linearTrendSlope", - "ratioBeyondRSigma", "binnedEntropy", "numOfPeaksAutocorr", "numberOfZeroCrossingsAutocorr", "areaAutocorr", - "calcMeanCrossingRateAutocorr", "countAboveMeanAutocorr", "sumPer", "sumSquared", "squareSumOfComponent", - "sumOfSquareComponents"] + COMPUTE: True + FEATURES: ["countAboveMean", "countBelowMean", "maximum", "minimum", "meanAbsChange", "longestStrikeAboveMean", "longestStrikeBelowMean", + "stdDev", "median", "meanChange", "sumSquared", "squareSumOfComponent", "sumOfSquareComponents"] WINDOWS: COMPUTE: True - WINDOW_LENGTH: 600 # specify window length in seconds + WINDOW_LENGTH: 300 # specify window length in seconds SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'max', 'min'] SRC_SCRIPT: src/features/empatica_temperature/cr/main.py @@ -539,15 +529,15 @@ EMPATICA_ELECTRODERMAL_ACTIVITY: FEATURES: ["maxeda", "mineda", "avgeda", "medianeda", "modeeda", "stdeda", "diffmaxmodeeda", "diffminmodeeda", "entropyeda"] SRC_SCRIPT: src/features/empatica_electrodermal_activity/dbdp/main.py CR: - COMPUTE: False + COMPUTE: True FEATURES: ['mean', 'std', 'q25', 'q75', 'qd', 'deriv', 'power', 'numPeaks', 'ratePeaks', 'powerPeaks', 'sumPosDeriv', 'propPosDeriv', 'derivTonic', 'sigTonicDifference', 'freqFeats','maxPeakAmplitudeChangeBefore', 'maxPeakAmplitudeChangeAfter', 'avgPeakAmplitudeChangeBefore', 'avgPeakAmplitudeChangeAfter', 'avgPeakChangeRatio', 'maxPeakIncreaseTime', 'maxPeakDecreaseTime', 'maxPeakDuration', 'maxPeakChangeRatio', - 'avgPeakIncreaseTime', 'avgPeakDecreaseTime', 'avgPeakDuration', 'maxPeakResponseSlopeBefore', 'maxPeakResponseSlopeAfter', - 'signalOverallChange', 'changeDuration', 'changeRate', 'significantIncrease', 'significantDecrease'] + 'avgPeakIncreaseTime', 'avgPeakDecreaseTime', 'avgPeakDuration', 'signalOverallChange', 'changeDuration', 'changeRate', 'significantIncrease', + 'significantDecrease'] WINDOWS: COMPUTE: True - WINDOW_LENGTH: 300 # specify window length in seconds + WINDOW_LENGTH: 60 # specify window length in seconds SECOND_ORDER_FEATURES: ['mean', 'median', 'sd', 'max', 'min'] SRC_SCRIPT: src/features/empatica_electrodermal_activity/cr/main.py @@ -560,7 +550,7 @@ EMPATICA_BLOOD_VOLUME_PULSE: FEATURES: ["maxbvp", "minbvp", "avgbvp", "medianbvp", "modebvp", "stdbvp", "diffmaxmodebvp", "diffminmodebvp", "entropybvp"] SRC_SCRIPT: src/features/empatica_blood_volume_pulse/dbdp/main.py CR: - COMPUTE: False + COMPUTE: True FEATURES: ['meanHr', 'ibi', 'sdnn', 'sdsd', 'rmssd', 'pnn20', 'pnn50', 'sd', 'sd2', 'sd1/sd2', 'numRR', # Time features 'VLF', 'LF', 'LFnorm', 'HF', 'HFnorm', 'LF/HF', 'fullIntegral'] # Freq features WINDOWS: diff --git a/renv.lock b/renv.lock index 0920a32c..8db3499c 100644 --- a/renv.lock +++ b/renv.lock @@ -13,168 +13,168 @@ "Package": "BDgraph", "Version": "2.63", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "81946367dff8885e6d87e4e12ffc5f92" }, "BH": { "Package": "BH", "Version": "1.72.0-3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "8f9ce74c6417d61f0782cbae5fd2b7b0" }, "DBI": { "Package": "DBI", "Version": "1.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4744be45519d675af66c28478720fce5" }, "DEoptimR": { "Package": "DEoptimR", "Version": "1.0-8", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4fdd17df6c1b897cb59bdd9cf6621a43" }, "Formula": { "Package": "Formula", "Version": "1.2-4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "cc8c8c4d61346cde1ca60030ff9c241f" }, "Hmisc": { "Package": "Hmisc", "Version": "4.4-2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "66458e906b2112a8b1639964efd77d7c" }, "KernSmooth": { "Package": "KernSmooth", "Version": "2.23-18", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9e703ad8bf0e99f3691f05da32dfe68b" }, "MASS": { "Package": "MASS", "Version": "7.3-53", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "d1bc1c8e9c0ace57ec9ffea01021d45f" }, "Matrix": { "Package": "Matrix", "Version": "1.2-18", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "08588806cba69f04797dab50627428ed" }, "ModelMetrics": { "Package": "ModelMetrics", "Version": "1.2.2.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "40a55bd0b44719941d103291ac5e9d74" }, "R6": { "Package": "R6", "Version": "2.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b203113193e70978a696b2809525649d" }, "RColorBrewer": { "Package": "RColorBrewer", "Version": "1.1-2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "e031418365a7f7a766181ab5a41a5716" }, "RMariaDB": { "Package": "RMariaDB", "Version": "1.0.11", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "0e4f634f2bb38e325717d384a877ccc0" }, "RPostgres": { "Package": "RPostgres", - "Version": "1.4.1", + "Version": "1.4.4", "Source": "Repository", "Repository": "CRAN", - "Hash": "dcc7c6bfb144ff8723f7d525ca4a39f0" + "Hash": "c593ecb8dbca9faf3906431be610ca28" }, "Rcpp": { "Package": "Rcpp", "Version": "1.0.7", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "dab19adae4440ae55aa8a9d238b246bb" }, "RcppArmadillo": { "Package": "RcppArmadillo", "Version": "0.10.1.2.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "1a885965adade4b8629c478a3b3c2cf7" }, "RcppEigen": { "Package": "RcppEigen", "Version": "0.3.3.9.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ddfa72a87fdf4c80466a20818be91d00" }, "SQUAREM": { "Package": "SQUAREM", "Version": "2021.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "0cf10dab0d023d5b46a5a14387556891" }, "TSP": { "Package": "TSP", "Version": "1.1-11", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b72b16750535acbc63e1337d38ff1ace" }, "abind": { "Package": "abind", "Version": "1.4-5", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4f57884290cc75ab22f4af9e9d4ca862" }, "acepack": { "Package": "acepack", "Version": "1.4.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9d5038b94a50c7bf26940e2ef7f340c8" }, "askpass": { "Package": "askpass", "Version": "1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "e8a22846fff485f0be3770c2da758713" }, "assertthat": { "Package": "assertthat", "Version": "0.2.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "50c838a310445e954bc13f26f26a6ecf" }, "backports": { "Package": "backports", "Version": "1.2.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "644043219fc24e190c2f620c1a380a69" }, "base64enc": { @@ -188,98 +188,98 @@ "Package": "bit", "Version": "4.0.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "f36715f14d94678eea9933af927bc15d" }, "bit64": { "Package": "bit64", "Version": "4.0.5", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9fe98599ca456d6552421db0d6772d8f" }, "blob": { "Package": "blob", "Version": "1.2.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9addc7e2c5954eca5719928131fed98c" }, "boot": { "Package": "boot", "Version": "1.3-25", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "bd51734a754b6c2baf28b2d1ebc11e91" }, "brio": { "Package": "brio", "Version": "1.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "570a24963009b9cce0869a0463c83580" }, "broom": { "Package": "broom", "Version": "0.7.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "5581a5ddc8fe2ac5e0d092ec2de4c4ae" }, "callr": { "Package": "callr", "Version": "3.5.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b7d7f1e926dfcd57c74ce93f5c048e80" }, "caret": { "Package": "caret", "Version": "6.0-89", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "95cdd7da1e51ab0451c27666f15db891" }, "cellranger": { "Package": "cellranger", "Version": "1.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "f61dbaec772ccd2e17705c1e872e9e7c" }, "checkmate": { "Package": "checkmate", "Version": "2.0.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a667800d5f0350371bedeb8b8b950289" }, "class": { "Package": "class", "Version": "7.3-17", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9267f5dab59a4ef44229858a142bded1" }, "cli": { "Package": "cli", "Version": "2.2.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "3ef298932294b775fa0a3eeaa3a645b0" }, "clipr": { "Package": "clipr", "Version": "0.7.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ebaa97ac99cc2daf04e77eecc7b781d7" }, "cluster": { "Package": "cluster", "Version": "2.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "db63a44aab5aadcb6bf2f129751d129a" }, "codetools": { @@ -293,126 +293,126 @@ "Package": "colorspace", "Version": "2.0-0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "abea3384649ef37f60ef51ce002f3547" }, "commonmark": { "Package": "commonmark", "Version": "1.7", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "0f22be39ec1d141fd03683c06f3a6e67" }, "corpcor": { "Package": "corpcor", "Version": "1.6.9", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ae01381679f4511ca7a72d55fe175213" }, "corrr": { "Package": "corrr", "Version": "0.4.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "dbd1387c025b07f62da3334942176e14" }, "cpp11": { "Package": "cpp11", "Version": "0.2.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ba66e5a750d39067d888aa7af797fed2" }, "crayon": { "Package": "crayon", "Version": "1.3.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "0d57bc8e27b7ba9e45dba825ebc0de6b" }, "curl": { "Package": "curl", "Version": "4.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "2b7d10581cc730804e9ed178c8374bd6" }, "d3Network": { "Package": "d3Network", "Version": "0.5.2.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "83e3a9632a16bd3a8762b5c8919af568" }, "data.table": { "Package": "data.table", "Version": "1.14.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "d1b8b1a821ee564a3515fa6c6d5c52dc" }, "dbplyr": { "Package": "dbplyr", "Version": "2.1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "1f37fa4ab2f5f7eded42f78b9a887182" }, "desc": { "Package": "desc", "Version": "1.2.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6c8fe8fa26a23b79949375d372c7b395" }, "diffobj": { "Package": "diffobj", "Version": "0.3.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "16533929cf545f3c9b796780cccf5eff" }, "digest": { "Package": "digest", "Version": "0.6.27", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a0cbe758a531d054b537d16dff4d58a1" }, "dplyr": { "Package": "dplyr", "Version": "1.0.5", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "d0d76c11ec807eb3f000eba4e3eb0f68" }, "dtplyr": { "Package": "dtplyr", "Version": "1.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "1e14e4c5b2814de5225312394bc316da" }, "e1071": { "Package": "e1071", "Version": "1.7-9", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "32885be243a29301c90d33db37c3aad8" }, "ellipsis": { "Package": "ellipsis", "Version": "0.3.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077" }, "entropy": { "Package": "entropy", "Version": "1.2.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "d24c26075b0cabde12c419424edc6242" }, "evaluate": { @@ -426,679 +426,679 @@ "Package": "fansi", "Version": "0.4.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7fce217eaaf8016e72065e85c73027b5" }, "farver": { "Package": "farver", "Version": "2.0.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "dad6793a5a1f73c8e91f1a1e3e834b05" }, "fastmap": { "Package": "fastmap", "Version": "1.0.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "83ab58a0518afe3d17e41da01af13b60" }, "fdrtool": { "Package": "fdrtool", "Version": "1.2.15", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "eb8d30ac5bae2835a21d9e229195d8dd" }, "forcats": { "Package": "forcats", "Version": "0.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "1cb4279e697650f0bd78cd3601ee7576" }, "foreach": { "Package": "foreach", "Version": "1.5.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "e32cfc0973caba11b65b1fa691b4d8c9" }, "foreign": { "Package": "foreign", "Version": "0.8-80", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ae1b1e15cc6ccb2bc61c0ac33e86d35f" }, "fs": { "Package": "fs", "Version": "1.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "44594a07a42e5f91fac9f93fda6d0109" }, "future": { "Package": "future", "Version": "1.23.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7bf6fbed7f00cae876901fd70c04f3a4" }, "future.apply": { "Package": "future.apply", "Version": "1.8.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "f568ce73d3d59582b0f7babd0eb33d07" }, "gclus": { "Package": "gclus", "Version": "1.3.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "8f905e7f70ac42e5b0e39d6ba360dd44" }, "generics": { "Package": "generics", "Version": "0.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4d243a9c10b00589889fe32314ffd902" }, "ggforce": { "Package": "ggforce", "Version": "0.3.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4adaf6b01b41f243ba0c62801de3331e" }, "ggplot2": { "Package": "ggplot2", "Version": "3.3.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4ded8b439797f7b1693bd3d238d0106b" }, "ggraph": { "Package": "ggraph", "Version": "2.0.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "2a189e5cd2bbfe687ed631be27c07462" }, "ggrepel": { "Package": "ggrepel", "Version": "0.9.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "2cde657b5a57bf20ccdc8ec05fe69556" }, "glasso": { "Package": "glasso", "Version": "1.11", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "1e1217c1b472d1dbffda819b57dc6d8d" }, "glmnet": { "Package": "glmnet", "Version": "4.0-2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "056100917c75e6f8a0d36f8bdd552799" }, "globals": { "Package": "globals", "Version": "0.14.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "eca8023ed5ca6372479ebb9b3207f5ae" }, "glue": { "Package": "glue", "Version": "1.4.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6efd734b14c6471cfe443345f3e35e29" }, "gower": { "Package": "gower", "Version": "0.2.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "be6a2b3529928bd803d1c437d1d43152" }, "graphlayouts": { "Package": "graphlayouts", "Version": "0.7.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "2a0d18b9395cd27066d209b83bb29ea6" }, "gridExtra": { "Package": "gridExtra", "Version": "2.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7d7f283939f563670a697165b2cf5560" }, "gtable": { "Package": "gtable", "Version": "0.3.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ac5c6baf7822ce8732b343f14c072c4d" }, "gtools": { "Package": "gtools", "Version": "3.8.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "0a749b4458d19a54acae93c64e3e7c85" }, "haven": { "Package": "haven", "Version": "2.3.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "221d0ad75dfa03ebf17b1a4cc5c31dfc" }, "highr": { "Package": "highr", "Version": "0.8", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4dc5bb88961e347a0f4d8aad597cbfac" }, "hms": { "Package": "hms", "Version": "1.1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "5b8a2dd0fdbe2ab4f6081e6c7be6dfca" }, "htmlTable": { "Package": "htmlTable", "Version": "2.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4f2a742fc75dedafe660e3b47a37680e" }, "htmltools": { "Package": "htmltools", "Version": "0.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7d651b7131794fe007b1ad6f21aaa401" }, "htmlwidgets": { "Package": "htmlwidgets", "Version": "1.5.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6fdaa86d0700f8b3e92ee3c445a5a10d" }, "httpuv": { "Package": "httpuv", "Version": "1.5.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4e6dabb220b006ccdc3b3b5ff993b205" }, "httr": { "Package": "httr", "Version": "1.4.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a525aba14184fec243f9eaec62fbed43" }, "huge": { "Package": "huge", "Version": "1.3.4.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a4cde4dd1d2551edb99a3273a4ad34ea" }, "igraph": { "Package": "igraph", "Version": "1.2.6", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7b1f856410253d56ea67ad808f7cdff6" }, "influxdbr": { "Package": "influxdbr", "Version": "0.14.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "fb3d0730f3a6de3b9c09081910cca9bc" }, "ipred": { "Package": "ipred", "Version": "0.9-12", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "8312ebd8121ad2eca1c76441040bee5d" }, "isoband": { "Package": "isoband", "Version": "0.2.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "53647fb507373700028b2ce6cd30751a" }, "iterators": { "Package": "iterators", "Version": "1.0.13", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "64778782a89480e9a644f69aad9a2877" }, "jpeg": { "Package": "jpeg", "Version": "0.1-8.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "bc316c003aba520fc73d70ad53b5fc36" }, "jsonlite": { "Package": "jsonlite", "Version": "1.7.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "98138e0994d41508c7a6b84a0600cfcb" }, "knitr": { "Package": "knitr", "Version": "1.30", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "eed7ee0d02eee88d53881cdc92457c62" }, "labeling": { "Package": "labeling", "Version": "0.4.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "3d5108641f47470611a32d0bdf357a72" }, "later": { "Package": "later", "Version": "1.1.0.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "d0a62b247165aabf397fded504660d8a" }, "lattice": { "Package": "lattice", "Version": "0.20-41", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "fbd9285028b0263d76d18c95ae51a53d" }, "latticeExtra": { "Package": "latticeExtra", "Version": "0.6-29", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "590829599d6182cf7461787af34666ee" }, "lava": { "Package": "lava", "Version": "1.6.10", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4c31a28528978d8689145f5274ce9058" }, "lavaan": { "Package": "lavaan", "Version": "0.6-7", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6cc8bb26e9deab15394d48d5ded61ce2" }, "lifecycle": { "Package": "lifecycle", "Version": "1.0.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "3471fb65971f1a7b2d4ae7848cf2db8d" }, "listenv": { "Package": "listenv", "Version": "0.8.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "0bde42ee282efb18c7c4e63822f5b4f7" }, "lubridate": { "Package": "lubridate", "Version": "1.7.9.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "5b5b02f621d39a499def7923a5aee746" }, "magrittr": { "Package": "magrittr", "Version": "2.0.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "41287f1ac7d28a92f0a286ed507928d3" }, "markdown": { "Package": "markdown", "Version": "1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "61e4a10781dd00d7d81dd06ca9b94e95" }, "matrixcalc": { "Package": "matrixcalc", "Version": "1.0-3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "67101e7448dfd9add4ac418623060262" }, "mgcv": { "Package": "mgcv", "Version": "1.8-33", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "eb7b6439bc6d812eed2cddba5edc6be3" }, "mgm": { "Package": "mgm", "Version": "1.2-10", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6a82e040f714adcd21a249d718dee637" }, "mime": { "Package": "mime", "Version": "0.9", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "e87a35ec73b157552814869f45a63aa3" }, "mnormt": { "Package": "mnormt", "Version": "2.0.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7e6ee68a01d6c87c69087d4a250ee763" }, "modelr": { "Package": "modelr", "Version": "0.1.8", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9fd59716311ee82cba83dc2826fc5577" }, "munsell": { "Package": "munsell", "Version": "0.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6dfe8bf774944bd5595785e3229d8771" }, "nlme": { "Package": "nlme", "Version": "3.1-151", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "42c8ba2b6a32a6bf0874e93e3bd86a43" }, "nnet": { "Package": "nnet", "Version": "7.3-14", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "0d87e50e11394a7151a28873637d799a" }, "numDeriv": { "Package": "numDeriv", "Version": "2016.8-1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "df58958f293b166e4ab885ebcad90e02" }, "openssl": { "Package": "openssl", "Version": "1.4.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a399e4773075fc2375b71f45fca186c4" }, "pROC": { "Package": "pROC", "Version": "1.18.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "417fd0d40479932c19faf2747817c473" }, "packrat": { "Package": "packrat", "Version": "0.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "2ebd34a38f4248281096cc723535b66d" }, "parallelly": { "Package": "parallelly", "Version": "1.29.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b5f399c9ce96977e22ef32c20b6cfe87" }, "pbapply": { "Package": "pbapply", "Version": "1.4-3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "52f8028b028076bc3b7ee5d6251abf0d" }, "pbivnorm": { "Package": "pbivnorm", "Version": "0.6.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "643e16a7da6aac3e18cadc3e14abb94b" }, "pillar": { "Package": "pillar", "Version": "1.4.7", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "3b3dd89b2ee115a8b54e93a34cd546b4" }, "pkgbuild": { "Package": "pkgbuild", "Version": "1.2.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "725fcc30222d4d11ec68efb8ff11a9af" }, "pkgconfig": { "Package": "pkgconfig", "Version": "2.0.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "01f28d4278f15c76cddbea05899c5d6f" }, "pkgload": { "Package": "pkgload", "Version": "1.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b6b150cd4709e0c0c9b5d51ac4376282" }, "plogr": { "Package": "plogr", "Version": "0.2.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "09eb987710984fc2905c7129c7d85e65" }, "plyr": { "Package": "plyr", "Version": "1.8.6", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ec0e5ab4e5f851f6ef32cd1d1984957f" }, "png": { "Package": "png", "Version": "0.1-7", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "03b7076c234cb3331288919983326c55" }, "polyclip": { "Package": "polyclip", "Version": "1.10-0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "cb167f328b3ada4ec5cf67a7df4c900a" }, "praise": { "Package": "praise", "Version": "1.0.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a555924add98c99d2f411e37e7d25e9f" }, "prettyunits": { "Package": "prettyunits", "Version": "1.1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "95ef9167b75dde9d2ccc3c7528393e7e" }, "processx": { "Package": "processx", "Version": "3.4.5", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "22aab6098cb14edd0a5973a8438b569b" }, "prodlim": { "Package": "prodlim", "Version": "2019.11.13", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "c243bf70db3a6631a0c8783152fb7db9" }, "progress": { "Package": "progress", "Version": "1.2.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "14dc9f7a3c91ebb14ec5bb9208a07061" }, "progressr": { "Package": "progressr", "Version": "0.9.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ca0d80ecc29903f7579edbabd91f4199" }, "promises": { "Package": "promises", "Version": "1.1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a8730dcbdd19f9047774909f0ec214a4" }, "proxy": { "Package": "proxy", "Version": "0.4-26", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "50b405c6419e921b9e9360cc9ebbcf2d" }, "ps": { "Package": "ps", "Version": "1.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ebaed51a03411fd5cfc1e12d9079b353" }, "psych": { "Package": "psych", "Version": "2.0.12", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9345dffe01b539d1c0b00eef80c51adf" }, "purrr": { "Package": "purrr", "Version": "0.3.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "97def703420c8ab10d8f0e6c72101e02" }, "qap": { "Package": "qap", "Version": "0.1-1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "753e69deffc32851121955ea150ecf8d" }, "qgraph": { "Package": "qgraph", "Version": "1.6.5", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "d35964686307333a7121eb41c7dcd4e0" }, "rappdirs": { "Package": "rappdirs", "Version": "0.3.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "5e3c5dc0b071b21fa128676560dbe94d" }, "readr": { "Package": "readr", "Version": "1.4.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "2639976851f71f330264a9c9c3d43a61" }, "readxl": { "Package": "readxl", "Version": "1.3.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "63537c483c2dbec8d9e3183b3735254a" }, "recipes": { "Package": "recipes", "Version": "0.1.17", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "443951ef5d9e72a96405cbb0157bb1d4" }, "registry": { "Package": "registry", "Version": "0.5-1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "1c9935f4f14c6c096c9c9072ddee59f1" }, "rematch": { "Package": "rematch", "Version": "1.0.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "c66b930d20bb6d858cd18e1cebcfae5c" }, "rematch2": { "Package": "rematch2", "Version": "2.1.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "76c9e04c712a05848ae7a23d2f170a40" }, "renv": { @@ -1112,133 +1112,133 @@ "Package": "reprex", "Version": "0.3.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b06bfb3504cc8a4579fd5567646f745b" }, "reshape2": { "Package": "reshape2", "Version": "1.4.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "bb5996d0bd962d214a11140d77589917" }, "reticulate": { "Package": "reticulate", "Version": "1.18", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "fbd35cac6ae7554d0e4f440bca1adf3a" }, "rjson": { "Package": "rjson", "Version": "0.2.20", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7d597f982ee6263716b6a2f28efd29fa" }, "rlang": { "Package": "rlang", "Version": "0.4.10", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "599df23c40a4fce9c7b4764f28c37857" }, "rmarkdown": { "Package": "rmarkdown", "Version": "2.6", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "bc4bac38960b446c183957bfd563e763" }, "robustbase": { "Package": "robustbase", "Version": "0.93-6", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "241454e22c9d26b11669b78d06706b41" }, "rpart": { "Package": "rpart", "Version": "4.1-15", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "9787c1fcb680e655d062e7611cadf78e" }, "rprojroot": { "Package": "rprojroot", "Version": "2.0.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "249d8cd1e74a8f6a26194a91b47f21d1" }, "rstudioapi": { "Package": "rstudioapi", "Version": "0.13", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "06c85365a03fdaf699966cc1d3cf53ea" }, "rvest": { "Package": "rvest", "Version": "0.3.6", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a9795ccb2d608330e841998b67156764" }, "scales": { "Package": "scales", "Version": "1.1.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6f76f71042411426ec8df6c54f34e6dd" }, "selectr": { "Package": "selectr", "Version": "0.4-2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "3838071b66e0c566d55cc26bd6e27bf4" }, "seriation": { "Package": "seriation", "Version": "1.3.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "76ad2df9a7784e78dfaebe1ac9e295c3" }, "shape": { "Package": "shape", "Version": "1.4.5", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "58510f25472de6fd363d76698d29709e" }, "shiny": { "Package": "shiny", "Version": "1.5.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ee4ed72d7a5047d9e73cf922ad66e9c9" }, "sourcetools": { "Package": "sourcetools", "Version": "0.1.7", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "947e4e02a79effa5d512473e10f41797" }, "spatial": { "Package": "spatial", "Version": "7.3-12", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "58a02ce0150652b96c044bc67a0df2e5" }, "stringi": { "Package": "stringi", "Version": "1.5.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a063ebea753c92910a4cca7b18bc1f05" }, "stringr": { @@ -1252,175 +1252,175 @@ "Package": "survival", "Version": "3.2-7", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "39c4ac6d22dad33db0ee37b40810ea12" }, "sys": { "Package": "sys", "Version": "3.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b227d13e29222b4574486cfcbde077fa" }, "testthat": { "Package": "testthat", "Version": "3.0.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "17826764cb92d8b5aae6619896e5a161" }, "tibble": { "Package": "tibble", "Version": "3.0.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "71dffd8544691c520dd8e41ed2d7e070" }, "tidygraph": { "Package": "tidygraph", "Version": "1.2.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "5375980d0787633ca62c265b28bedb41" }, "tidyr": { "Package": "tidyr", "Version": "1.1.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "c40b2d5824d829190f4b825f4496dfae" }, "tidyselect": { "Package": "tidyselect", "Version": "1.1.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6ea435c354e8448819627cf686f66e0a" }, "tidyverse": { "Package": "tidyverse", "Version": "1.3.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "bd51be662f359fa99021f3d51e911490" }, "timeDate": { "Package": "timeDate", "Version": "3043.102", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "fde4fc571f5f61978652c229d4713845" }, "tinytex": { "Package": "tinytex", "Version": "0.28", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ff73961a77fba606fbf944dc3468e5b9" }, "tmvnsim": { "Package": "tmvnsim", "Version": "1.0-2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "50470c7ed0cc8099cbc17b38f0ef621f" }, "tweenr": { "Package": "tweenr", "Version": "1.0.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "fc77eb5297507cccfa3349a606061030" }, "utf8": { "Package": "utf8", "Version": "1.1.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "4a5081acfb7b81a572e4384a7aaf2af1" }, "vctrs": { "Package": "vctrs", "Version": "0.3.8", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ecf749a1b39ea72bd9b51b76292261f1" }, "viridis": { "Package": "viridis", "Version": "0.5.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "6f6b49e5b3b5ee5a6d0c28bf1b4b9eb3" }, "viridisLite": { "Package": "viridisLite", "Version": "0.3.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ce4f6271baa94776db692f1cb2055bee" }, "waldo": { "Package": "waldo", "Version": "0.2.3", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "181d1a31b1ba2009ef20926f2ee0570c" }, "whisker": { "Package": "whisker", "Version": "0.4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ca970b96d894e90397ed20637a0c1bbe" }, "withr": { "Package": "withr", "Version": "2.3.0", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "7307d79f58d1885b38c4f4f1a8cb19dd" }, "xfun": { "Package": "xfun", "Version": "0.19", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "a42372606cb76f34da9d090326e9f955" }, "xml2": { "Package": "xml2", "Version": "1.3.2", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "d4d71a75dd3ea9eb5fa28cc21f9585e2" }, "xtable": { "Package": "xtable", "Version": "1.8-4", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "b8acdf8af494d9ec19ccb2481a9b11c2" }, "xts": { "Package": "xts", "Version": "0.12.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "ca2fd4ad8ef78cca3aa2b30f992798a8" }, "yaml": { "Package": "yaml", "Version": "2.2.1", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "2826c5d9efb0a88f657c7a679c7106db" }, "zoo": { "Package": "zoo", "Version": "1.8-9", "Source": "Repository", - "Repository": "CRAN", + "Repository": "RSPM", "Hash": "035d1c7c12593038c26fb1c2fd40c4d2" } } diff --git a/renv/activate.R b/renv/activate.R index d3b271d8..6841a967 100644 --- a/renv/activate.R +++ b/renv/activate.R @@ -14,9 +14,6 @@ local({ # signal that we're loading renv during R startup Sys.setenv("RENV_R_INITIALIZING" = "true") on.exit(Sys.unsetenv("RENV_R_INITIALIZING"), add = TRUE) - - if(grepl("Darwin", Sys.info()["sysname"], fixed = TRUE) & grepl("ARM64", Sys.info()["version"], fixed = TRUE)) # M1 Macs - Sys.setenv("TZDIR" = file.path(R.home(), "share", "zoneinfo")) # signal that we've consented to use renv options(renv.consent = TRUE) diff --git a/tests/scripts/missing_values_heatmap.py b/tests/scripts/missing_values_heatmap.py new file mode 100644 index 00000000..827343dd --- /dev/null +++ b/tests/scripts/missing_values_heatmap.py @@ -0,0 +1,18 @@ +import pandas as pd +import seaborn as sns +import matplotlib.pyplot as plt + + +# path = "/rapids/data/processed/features/all_participants/all_sensor_features.csv" # all features all participants +# path = "/rapids/data/interim/p03/empatica_accelerometer_features/empatica_accelerometer_python_cr_windows.csv" +path = "/rapids/data/interim/p02/empatica_electrodermal_activity_features/empatica_electrodermal_activity_python_cr_windows.csv" +# path = "/rapids/data/interim/p02/empatica_inter_beat_interval_features/empatica_inter_beat_interval_python_cr_windows.csv" +# path = "/rapids/data/interim/p02/empatica_blood_volume_pulse_features/empatica_blood_volume_pulse_python_cr_windows.csv" +# path = "/rapids/data/interim/p02/empatica_temperature_features/empatica_temperature_python_cr_windows.csv" + +df = pd.read_csv(path) +print(df) +sns.heatmap(df.isna(), cbar=False) +plt.savefig('eda_windows_p02_window_60_more_peaks.png', bbox_inches='tight') + +