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Hachem Kadri
ML Quant Sep
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6317dda8
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Hachem Kadri
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@@ -22,6 +22,8 @@ The repo contains code & dataset accompanying the paper "Large-Scale Quantum Sep
### Pipeline
The library is organised around the "Pipeline" class. It is based on sampling density matrices and defining a number of transformations on them.
The Pipeline class works with 3 types of functions:
**sample**
,
**transform**
and
**model**
. These are detailed below.
#### Example: PPT entagled density matrices
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@@ -51,7 +53,6 @@ In this example, the following procedure is repeated until we obtain 1000 densit
-
We add the nearest separable approximation of each density matrix using the Frank-Wolfe (FW) algorithm.
-
We only select the sampled density matrices at a distance from their nearest FW approximation greater than 0.01.
The pipeline class works with 3 types of functions: sample, transform and model. These are detailed below.
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