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EffDim

EffDim is a unified, research-oriented Python library designed to compute "effective dimensionality" (ED) across diverse data modalities.

Installation

pip install effdim

Usage

import numpy as np
import effdim

data = np.random.randn(100, 50)
results = effdim.compute_dim(data)
print(f"Results : {results}")

About

EffDim is a unified, research-oriented Python library designed to compute "effective dimensionality" (ED) across diverse data modalities. It aims to standardize the fragmented landscape of ED metrics found in statistics, physics, information theory, and machine learning into a single, cohesive interface.

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