Lpd

Latest version: v0.4.12

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* Bug fix in case validation samples are empty

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* Bug fix in verbosity level 2 in train

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* Verbosity change in torch_utils

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* Fix to PositionalEncoding to be batch first

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* Minor change to MatMul2D, use torch.matmul instead of torch.bmm

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* Fixed tqdm dependancy
* Fixed predict_sample when sample is an array of input

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