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CS224n Natural Language Processing with Deep Learning
magnet:?xt=urn:btih:cc69879874b8f098b313ac73d7e6a66386833fb1&dn=CS224n Natural Language Processing with Deep Learning
磁力链接详情
Hash值:
cc69879874b8f098b313ac73d7e6a66386833fb1
点击数:
123
文件大小:
9.88 GB
文件数量:
20
创建日期:
2021-10-25 12:44
最后访问:
2024-6-13 15:15
访问标签:
CS224n
Natural
Language
Processing
with
Deep
Learning
文件列表详情
01 Introduction to NLP and Deep Learning/Lecture 1 Natural Language Processing with Deep Learning.mp4 692.2 MB
02 Word Vector Representations word2vec/Lecture 2 Word Vector Representations_ word2vec.mp4 813.43 MB
03 Advanced Word Vector Representations/Lecture 3 GloVe_ Global Vectors for Word Representation.mp4 551.48 MB
04 Word Window Classification and Neural Networks/Lecture 4 Word Window Classification and Neural Networks.mp4 375.06 MB
05 Backpropagation and Project Advice/Lecture 5 Backpropagation and Project Advice.mp4 418.75 MB
06 Dependency Parsing/Lecture 6 Dependency Parsing.mp4 721.55 MB
07 Introduction to TensorFlow/Lecture 7 Introduction to TensorFlow.mp4 293.45 MB
08 Recurrent Neural Networks and Language Models/Lecture 8 Recurrent Neural Networks and Language Models.mp4 745.6 MB
09 Machine translation and advanced recurrent LSTMs and GRUs/Lecture 9 Machine Translation and Advanced Recurrent LSTMs and GRUs.mp4 587.2 MB
10 Neural Machine Translation and Models with Attention/Lecture 10 Neural Machine Translation and Models with Attention.mp4 365.32 MB
11 Gated recurrent units and further topics in NMT/Lecture 11 Gated Recurrent Units and Further Topics in NMT.mp4 745.92 MB
12 End-to-end models for Speech Processing/Lecture 12 End-to-End Models for Speech Processing.mp4 266.19 MB
13 Convolutional Neural Networks/Lecture 13 Convolutional Neural Networks.mp4 660.96 MB
14 Tree Recursive Neural Networks and Constituency Parsing/Lecture 14- Tree Recursive Neural Networks and Constituency Parsing.mp4 350.48 MB
15 Coreference Resolution/Lecture 15 Coreference Resolution.mp4 741.09 MB
16 Dynamic Neural Networks for Question Answering/Lecture 16 Dynamic Neural Networks for Question Answering.mp4 459.18 MB
17 Issues in NLP and Possible Architectures for NLP/Lecture 17 Issues in NLP and Possible Architectures for NLP.mp4 312.3 MB
18 Tackling the Limits of Deep Learning for NLP/Lecture 18 Tackling the Limits of Deep Learning for NLP.mp4 469.85 MB
assignments/assignment1/get_datasets.sh 623 字节
Midterm Review/Review Session- Midterm Review.mp4 542.52 MB
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