Intuitive visual explanations of the past decade of NLP
Attention is all you need. That is the name of the 2017 paper that introduced attention as an independent learning model — the herald of our now transformer dominant world in natural language processing (NLP).
Transformers are the new cutting-edge in NLP, and they may seem somewhat abstract — but when we look at the past decade of developments in NLP they begin to make sense.
We will cover these developments, and look at how they have led to the Transformers being used today. This article makes no assumptions in you already understanding these concepts — we will build an intuitive understanding without getting overly technical.
We will cover:
PyTorch for Deep Learning | Data Science | Machine Learning | Python. PyTorch is a library in Python which provides tools to build deep learning models. What python does for programming PyTorch does for deep learning. Python is a very flexible language for programming and just like python, the PyTorch library provides flexible tools for deep learning.
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PyTorch is a library in Python which provides tools to build deep learning models. What python does for programming PyTorch does for deep learning.
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