v1.0.0 Updates to Pyleoclim APIs + New functionalities

This version of the tutorials support v1.0.0 and above of Pyleoclim, including the removal of the LiPD class from Pyleoclim and the integration with PyLiPD. New tutorials were added for functionalities in outlier detections, working with ensembles, PCA and SSA analyses.

What's Changed

• added example of loading a pre-loaded dataset by @CommonClimate in #42
• Tutorial of LOF implementation for outlier detection using Kmeans by @Aragath in #43
• New Surrogate series tutorial by @CommonClimate in #51
• Make formatting consistent and remove references to the LiPD class by @khider in #49
• Upgrades and upkeep by @CommonClimate in #55
• updated wavelet tutorial by @CommonClimate in #60
• minor updates and cosmetic fixes to spectral notebook by @CommonClimate in #61
• Fix pylipd and query functionalities in all notebooks by @khider in #62
• Change link to the Python Tutorials to LeapFROGS by @khider in #59
• working with age ensembles by @khider in #63
• Update L2_spectral_analysis.ipynb by @CommonClimate in #64
• update no conflict branch by @alexkjames in #66
• update pca nb by @alexkjames in #67
• mcpca + stackplot for pca nb by @alexkjames in #69

New Contributors

• @Aragath made their first contribution in #43

Full Changelog: v0.0.2...v1.0.0

v0.0.2

New tutorials corresponding to changes in Pyleoclim and integration into Pandas

What's Changed

• added PANGAEA loading example by @CommonClimate in #17
• Pull main into outliers to get the most up-to-date versions of the tutorials by @khider in #20
• Outliers by @khider in #21
• Regridding by @CommonClimate in #27
• Paleopandas by @alexkjames in #25
• Age ensemble notebook by @alexkjames in #34
• update lipd usage in mses, correlation, and outliers notebooks by @alexkjames in #37
• Notebook shows PCA usage by @CommonClimate in #38
• make it possible to use paleo ensemble by @alexkjames in #39

New Contributors

• @CommonClimate made their first contribution in #17
• @khider made their first contribution in #20
• @alexkjames made their first contribution in #25

Full Changelog: v0.0.1...v0.0.2

Basic Pyleoclim Tutorials

v0.0.1

Update README.md