Core Functionalities#

Multi-Dimensional & Labeled Data

Perform dimensionality reduction within your familiar xarray ecosystem.

Labeled ND Data

Dask Support

Process large datasets efficiently with dask xarray objects.

Dask Support

Computationally Efficient

Handle millions of features swiftly using randomized linear algebra.

Computationally Efficient

Model Serialization

Save and load models for future analysis.

Model Serialization

Significance Testing

Assess the significance of your results with bootstrapping.

Significance Testing

Dealing with missing values

Manage missing data flexibly within your analysis.

Handling Missing Values