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PyleoTutorials: A Gentle Introduction to the Pyleoclim Package.

Getting Started

Overview of Pyleoclim: Efficient & Flexible Timeseries Analysis
Working with multiple records: MultipleSeries and EnsembleSeries
Basic timeseries manipulation
Loading data into Pyleoclim
Working with Pandas
Working with GeoSeries

Manipulating Data and Graphics

Pyleoclim figures with multiple panels
Filtering and Detrending with Pyleoclim
Using Surrogate Series with Pyleoclim
Time Semantics
Uniform time sampling with Pyleoclim
Working with Age Ensembles

Data Analysis with Pyleoclim

Correlation Analysis in Pyleoclim
Outlier Detection with Pyleoclim
Principal Component Analysis with Pyleoclim
Singular Spectrum Analysis with Pyleoclim
Spectral Analysis with Pyleoclim
Tracing Transformations
Wavelet Analysis with Pyleoclim

Repository
Open issue

Index

By Deborah Khider, Julien Emile-Geay, Jordan Landers, Alexander James, Feng Zhu

© Copyright 2023.