The newest update for PyTorch-NLP is here. The 0.5.0 update adds support for Python 3.5, PyTorch 1.2, rewrites the README to help new users build an NLP pipeline, and adds some new features. See how PyTorch-NLP helps with natural language processing and how PyTorch compares to similar machine learning frameworks such as TensorFlow.
The success of deep neural networks in diverse areas as image recognition and natural language processing has been outstanding in recent years. However, classical machine learning and deep learning algorithms can only propose the most probable solutions and are not able to adequately model uncertainty.