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Merge pull request #264 from Seas0/patch-1
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vpj authored Jul 16, 2024
2 parents f6e913e + 66e92ed commit 89a3ae8
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2 changes: 1 addition & 1 deletion labml_nn/gan/wasserstein/__init__.py
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$\mathbb{E}_{(x,y) \sim \gamma} \Vert x - y \Vert$ is the earth mover distance for
a given joint distribution ($x$ and $y$ are probabilities).
So $W(\mathbb{P}_r, \mathbb{P}g)$ is equal to the least earth mover distance for
So $W(\mathbb{P}_r, \mathbb{P}_g)$ is equal to the least earth mover distance for
any joint distribution between the real distribution $\mathbb{P}_r$ and generated distribution $\mathbb{P}_g$.
The paper shows that Jensen-Shannon (JS) divergence and other measures for the difference between two probability
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