Welcome to pytseries’s documentation!¶
- Quick Start
- Create a
pytseries.core.TimeSeries
object - Plot a
pytseries.core.TimeSeries
object - Normalise and interpolate
pytseries.core.TimeSeries
object - Compute dynamic time warping distance between two
pytseries.core.TimeSeries
objects - Create a
pytseries.core.TimeSeriesGroup
Object - Create a
pytseries.core.TimeSeriesGroup
using a list ofpytseries.core.TimeSeries
- TimeSeriesGroup clustering
- Create a
- The
pytseries.core.TimeSeries
Object - The
pytseries.core.TimeSeriesGroup
Object- Create TimeSeriesGroup object from list of
TimeSeries
- Create TimeSeriesGroup object from list of
pandas.DataFrame
- Append
TimeSeries
toTimeSeriesGroup
- Concatonate two
TimeSeriesGroup
objects - 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
TimeSeriesGroup
tonumpy.array
- Coerce
TimeSeriesGroup
into a list ofTimeSeries
objects - Coerce
TimeSeriesGroup
intopandas.DataFrame
- Normalisation
- Interpolation
- Differentiation
- Create TimeSeriesGroup object from list of
- Dynamic Time Warping Computation
- Time Series Clustering
- Core API Documentation