Torchkge

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* Release patch

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* Add methods to compute data redundancy in knowledge graphs as in 2020
`paper <https://arxiv.org/pdf/2003.08001.pdf>`__ by Akrami et al
(see references in concerned methods).

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* Patch an awkward import
* Add dataset loaders for WN18RR and YAGO3-10

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* Redefinition of the models' API (simplified interfaces, renamed LP
methods and added get_embeddings method)
* Implementation of the new API for all models
* TorusE implementation fixed
* TransD reimplementation to avoid matmul usage (costly in
back-propagation)
* Added feature to negative samplers to generate several negative
samples from each fact. Those can be fed directly to the models.
* Added some wrappers for training to utils module.
* Progress bars now make the most of tqdm's possibilities
* Code reformatting
* Docstrings update

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* Defined a new homemade and simpler DataLoader class.

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* Removed the use of torch DataLoader object.