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Download /机器学习+深度学习【11套课程】/cs224n 2019/lecture/Lecture 02 Word Vectors 2 and Word Senses/Additional Readings/Linear Algebraic Structure of Word Senses, with Applications to Polysemy.pdf

机器学习 深度学习 11套课程

Cs224n 2019 lecture 02 Word Vectors and Word Senses Additional Readings Linear Algebraic Structure of Word Senses with Applications to Polysemy 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/Additional Readings/Linear Algebraic Structure of Word Senses, with Applications to Polysemy.pdf

839.7 KB

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

828.7 KB

/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 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/Suggested Readings/Evaluation methods for unsupervised word embeddings.pdf

286.8 KB

/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/cs224n-2019-lecture02-wordvecs2.pdf

16.8 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/cs224n-2019-notes02-wordvecs2.pdf

483.9 KB

/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 03 Word Window Classification, Neural Networks, and Matrix Calculus/matrix calculus notes.pdf

202.7 KB

/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 14 Transformers and Self-Attention For Generative Models/Attention is all you need.pdf

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/cs224n 2019/lecture/Lecture 01 Introduction and Word Vectors/Gensim word vectors example/Gensim.zip

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