Deep Learning (2)
Continuous Bag of Word and Skip-Gram
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Math, Word to Vector, Deep Learning, Natural Language Processing
A mathematical model that uses vectors to represent word, allowing computers to calculate the similarity and distance of words. This article will introduce the continuous bag of words (CBOW) and skip-gram based on neural networks.
Neural Network
Math, Deep Learning, Neural Network
Introduction the basic model of deep learning neural network, and its important concepts gradient descent and backpropagation.