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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