LSTM-based seq2seq number sort

JetBrains internship test assignment solution

pytorch baseline - autoencoder.ipynb

solution - LSTM Sorter.ipynb

Notes

possibly some mistake in lstm gradient, because model trains very slow in comparasion with torch implementation
typing incompatible with mypy