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heavytail

codecov tests docs License: MIT

Covariance estimation in the presence of fat tails and outliers

Documentation

For detailed description of the API and usage examples, please visit our most up-to-date documentation.

Installation

Install the package locally

$ uv pip install -e .[docs, tests, dev]

Install the package from PyPI

Usage

from heavytail.tyler import tyler_covariance
tyler_cov = tyler_covariance(data=data, max_iter=100, tol=1e-6)

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covariance estimation in the presence of heavy tails and outliers

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