Hand-in version

This is the final version used for the thesis.

Mean sampling

After this release, the reparametrization of the VAE will switch its sampling method.
Currently, the mean of the encoders output will be taken for z_mean and z_log_std calculation. This is to achieve a sentence representation.
This will be changed to word-level representation.