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PyleoTutorials: A Gentle Introduction to the Pyleoclim Package.

Getting Started

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

Manipulating Data and Graphics

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

Data Analysis with Pyleoclim

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

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

© Copyright 2023.