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Update EdenPipeline in the documentation (securefederatedai#877)
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Signed-off-by: Amit Portnoy <1131991+amitport@users.noreply.github.com>
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amitport committed Sep 28, 2023
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Expand Up @@ -33,13 +33,15 @@ The following are the compression pipelines supported in |productName|:
- *Sparsity Transform* (p=0.1), which by default retains only the(p*100)% absolute values of greatest magnitude.
- *KMeans Transform* (k=6), which applies the KMeans algorithm to the sparse array with *k* centroids
- *GZIP Transform*

``KCPipeline``
A **lossy** pipeline consisting of two transformations:

- *KMeans Transform* (k=6), which applies the KMeans algorithm to the original weight array with *k* centroids
- *GZIP Transform*

``EdenPipeline``
A **lossy** unbiased compression. See `the paper <https://proceedings.mlr.press/v162/vargaftik22a.html>`_ for further details.

Demonstration of a Compression Pipeline
=======================================
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