文件名称：2019最新斯坦福CS224n课件（上）.zip
文件大小：201.26MB
文件格式：ZIP
更新时间：2022-07-22 06:13:46
nlp cs224n 深度学习 斯坦福
「CS224n：深度自然语言处理课程」（ Natural Language Processing with Deep Learning），由斯坦福大学出品。资源太大，分两部分上传
【文件预览】：
6、The probability of a sentence Recurrent Neural Networks and Language Models
----cs224n-2019-lecture06-rnnlm.pdf(1.99MB)
----cs224n-2019-notes05-LM_RNN.pdf(1.42MB)
8、Machine Translation, Seq2Seq and Attention
----cs224n-2019-notes06-NMT_seq2seq_attention.pdf(580KB)
----cs224n-2019-lecture08-nmt.pdf(2.27MB)
13、Modeling contexts of use Contextual Representations and Pretraining
----cs224n-2019-lecture13-contextual-representations.pdf(23.52MB)
11、ConvNets for NLP
----cs224n-2019-lecture11-convnets.pdf(9.86MB)
14、Transformers and Self-Attention For Generative Models
----cs224n-2019-lecture14-transformers.pdf(3.62MB)
9、Practical Tips for Final Projects
----cs224n-2019-lecture09-final-projects.pdf(19.38MB)
----final-project-practical-tips.pdf(183KB)
10、Question Answering and the Default Final Project
----cs224n-2019-lecture10-QA.pdf(14.51MB)
7、Vanishing Gradients and Fancy RNNs
----cs224n-2019-lecture07-fancy-rnn.pdf(1.42MB)
----cs224n-2019-notes05-LM_RNN.pdf(1.42MB)
1、Introduction and Word Vectors
----cs224n-2019-lecture01-wordvecs1.pdf(8.41MB)
----Gensim单词向量示例()
--------Gensim word vector visualization.ipynb(7KB)
----Gensim单词向量示例.zip(2KB)
----cs224n-2019-notes01-wordvecs1.pdf(354KB)
15、Natural Language Generation
----cs224n-2019-lecture15-nlg.pdf(29.51MB)
5、Linguistic Structure Dependency Parsing
----cs224n-2019-lecture05-dep-parsing.pdf(16.54MB)
----cs224n-2019-notes04-dependencyparsing.pdf(187KB)
----cs224n-2019-lecture05-dep-parsing-scrawls.pdf(20.18MB)
2、Word Vectors 2 and Word Senses
----cs224n-2019-lecture02-wordvecs2.pdf(16MB)
----cs224n-2019-notes02-wordvecs2笔记.pdf(473KB)
4、Backpropagation and Computation Graphs
----cs224n-2019-lecture04-backprop.pdf(11.09MB)
----cs224n-2019-notes03-neuralnets.pdf(585KB)
12、Information from parts of words Subword Models
----cs224n-2019-lecture12-subwords.pdf(16.32MB)
3、Word Window Classification, Neural Networks, and Matrix Calculus
----cs224n-2019-notes03-neuralnets.pdf(585KB)
----gradient-notes.pdf(198KB)
----cs224n-2019-lecture03-neuralnets.pdf(13.97MB)