Welcome to pytseries’s documentation!¶
Contents:
- Quick Start
- Create a
pytseries.core.TimeSeriesobject - Plot a
pytseries.core.TimeSeriesobject - Normalise and interpolate
pytseries.core.TimeSeriesobject - Compute dynamic time warping distance between two
pytseries.core.TimeSeriesobjects - Create a
pytseries.core.TimeSeriesGroupObject - Create a
pytseries.core.TimeSeriesGroupusing a list ofpytseries.core.TimeSeries - TimeSeriesGroup clustering
- Create a
- The
pytseries.core.TimeSeriesObject - The
pytseries.core.TimeSeriesGroupObject- Create TimeSeriesGroup object from list of
TimeSeries - Create TimeSeriesGroup object from list of
pandas.DataFrame - Append
TimeSeriestoTimeSeriesGroup - Concatonate two
TimeSeriesGroupobjects - Indexing a
pytseries.core.TimeSeriesGroup - Calcualte statistics on TimeSeriesGroups
- Calculate the dynamic time warping distance matrix for current
TimeSeriesGroup - Calculate the euclidean distance matrix for current
TimeSeriesGroup - Compute the centroid time series using DTW distance.
- Compute centroid time series using euclidean distance
- Coerce
TimeSeriesGrouptonumpy.array - Coerce
TimeSeriesGroupinto a list ofTimeSeriesobjects - Coerce
TimeSeriesGroupintopandas.DataFrame - Normalisation
- Interpolation
- Differentiation
- Create TimeSeriesGroup object from list of
- Dynamic Time Warping Computation
- Time Series Clustering
- Core API Documentation