Pycle

Latest version: v1.1

Safety actively analyzes 685507 Python packages for vulnerabilities to keep your Python projects secure.

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1.0.0

This version includes the core features of this compressive learning toolbox:
* Sketching datasets with generic feature maps, the complex exponential, quantized sketching
* Learning from a sketch for k-means centroids and Gaussian mixtures modeling

Some included bonus features:
* Sketching with Differential Privacy
* Estimation of the sketch scale parameter for the complex exponential sketch
* Utilities for generating datasets and metrics for the learned models

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