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Rework optimizers
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Introduce TensorTreeIO and reorganize tensor tree (#137)
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Fix unstack
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Merge pull request #133 from marcelluethi/add-half-cauchy
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Merge pull request #134 from marcelluethi/generalize-outer-prod
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use tensordot to have proper generalized outer product
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add halfcauchy distribution
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Merge pull request #132 from marcelluethi/remove-scala-source-directive
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remove scalaSource directive in example build definition
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change optimizer hyperparameters to double
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