Time Series


Name Short Description Language
AutoCorrelation Autocorrelation Function Estimate R
BSpline Time-warping using B-Splines (Bar-Joseph et al, 2017) Python
BayesGenerate Create sample data sets, with and without time warping (Bar-Joseph et al, 2017) Python
CCM Convergent Cross Mapping (Sugihara et al, 2012) R
CrossCorrelation Time-Series Cross-Correlation Values R
CubicSpline Cubic Spline Interpolation R
CumulativeClassifier Classify a set of samples by a set of features, at multiple timepoints R
CumulativeTime Choose the best features to use to classify a set of samples, at multiple timepoints. R
Detrend Detrend (Least-Squares Fit, Time Series Data) R
DickeyFuller Dickey-Fuller Test, Time Series Data (Said and Dickey, 1984) R
LIMITS LIMITS algorithm for inferring correlations across time-series (Fisher and Mehta, 2014) R
PCMCI PCMCI algorithm for time-series data (Runge et al, 2019) Python
ReplicationRates Bacterial Replication Rates (Brown et al, 2016) Python
TimeSeries Form a time-series dataset by merging static and dynamic properties Python
TimeSeriesAlign Time series data alignment, linear time warping (Bar-Joseph et al, 2017) Python
TimeWarp Perform time warping to align biological data sets to same internal clock R

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