This is my own implementation to the network described in https://github.com/EverettYou/EFL
and the corresponding article (https://arxiv.org/abs/1709.01223). The calculation parts of the Code are taken from the original repository
and simply 'translated' to pytorch
.
Instead of tensorflow
, which is used in the original implementation, in this one pytorch
is used.
I have not implemented the full network functionality, but the parts I needed and found the most interesting. Therefore, this implementation misses:
- All sample methods besides
weighted
since the article states 'We use the interval-weighted scheme to sample the entanglement regions and prepare the training data for this study.' (See 'B. Choosing the Central Charge' at https://arxiv.org/abs/1709.01223)