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机器学习 深度学习 11套课程

Cs224n 2019 lecture 02 Word Vectors and Word Senses Suggested Readings Improving Distributional Similarity with Lessons Learned from Word Embeddings pdf

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机器学习+深度学习【11套课程】

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/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/Suggested Readings/Improving Distributional Similarity with Lessons Learned from Word Embeddings.pdf

291.1 KB

/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/Suggested Readings/Evaluation methods for unsupervised word embeddings.pdf

286.8 KB

/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/Additional Readings/A Latent Variable Model Approach to PMI-based Word Embeddings.pdf

1.5 MB

/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/Additional Readings/On the Dimensionality of Word Embedding..pdf

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/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/Suggested Readings/GloVe Global Vectors for Word Representation.pdf

2.6 MB

/cs224n 2019/lecture/Lecture 01 Introduction and Word Vectors/Suggested Readings/Efficient Estimation of Word Representations in Vector Space.pdf

228.7 KB

/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/Additional Readings/Linear Algebraic Structure of Word Senses, with Applications to Polysemy.pdf

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/cs224n 2019/lecture/Lecture 01 Introduction and Word Vectors/Suggested Readings/Word2Vec Tutorial - The Skip-Gram Model.txt

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/cs224n 2019/lecture/Lecture 01 Introduction and Word Vectors/Suggested Readings/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf

112.0 KB

/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/cs224n-2019-notes02-wordvecs2.pdf

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/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/cs224n-2019-lecture02-wordvecs2.pdf

16.8 MB

/cs224n 2019/lecture/Lecture 07 Vanishing Gradients and Fancy RNNs/Suggested Readings/Learning long-term dependencies with gradient descent is difficult.pdf

1.0 MB

/cs224n 2019/lecture/Lecture 11 ConvNets for NLP 拼课加微信,zszhp2019/Suggested Readings/A Convolutional Neural Network for Modelling Sentences.pdf

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/cs224n 2019/lecture/Lecture 07 Vanishing Gradients and Fancy RNNs/Suggested Readings/On the difficulty of training Recurrent Neural Networks.pdf

625.6 KB

/cs224n 2019/lecture/Lecture 11 ConvNets for NLP 拼课加微信,zszhp2019/Suggested Readings/Convolutional Neural Networks for Sentence Classification.pdf

241.6 KB

 

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