CS224n Natural Language Processing with Deep Learning - TorrentBank

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01 Introduction to NLP and Deep Learning/CS224n笔记1 自然语言处理与深度学习简介.url 119 B
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11 Gated recurrent units and further topics in NMT/CS224n笔记11 GRU和NMT的进一步话题.url 134 B
07 Introduction to TensorFlow/CS224n笔记7 TensorFlow入门.url 137 B
09 Machine translation and advanced recurrent LSTMs and GRUs/CS224n笔记9 机器翻译和高级LSTM及GRU.url 138 B
12 End-to-end models for Speech Processing/CS224n笔记12 语音识别的end-to-end模型.url 141 B
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06 Dependency Parsing/CS224n笔记6 句法分析.url 145 B
16 Dynamic Neural Networks for Question Answering/CS224n笔记16 DMN与问答系统.url 149 B
15 Coreference Resolution/CS224n笔记15 指代消解.url 149 B
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08 Recurrent Neural Networks and Language Models/CS224n笔记8 RNN和语言模型.url 150 B
17 Issues in NLP and Possible Architectures for NLP/CS224n笔记17 NLP存在的问题与未来的架构.url 151 B
10 Neural Machine Translation and Models with Attention/CS224n笔记10 NMT与Attention.url 154 B
02 Word Vector Representations word2vec/CS224n笔记2 词的向量表示：word2vec.url 156 B
13 Convolutional Neural Networks/CS224n笔记13 卷积神经网络.url 156 B
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18 Tackling the Limits of Deep Learning for NLP/CS224n笔记18 挑战深度学习与自然语言处理的极限.url 160 B
05 Backpropagation and Project Advice/CS224n笔记5 反向传播与项目指导.url 161 B
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03 Advanced Word Vector Representations/CS224n笔记3 高级词向量表示.url 163 B
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Midterm Review/cs224n-midterm-review.pdf 2.73 MB
01 Introduction to NLP and Deep Learning/cs224n-2017-lecture1.docx 2.81 MB
02 Word Vector Representations word2vec/cs224n-2017-lecture2.pdf 2.91 MB
17 Issues in NLP and Possible Architectures for NLP/Learning to Compose Neural Networks for Question Answering.pdf 2.96 MB
assignments/assignment1/utils/datasets/stanfordSentimentTreebank/sentiment_labels.txt 3.11 MB
06 Dependency Parsing/cs224n-2017-lecture6.pdf 3.29 MB
04 Word Window Classification and Neural Networks/cs224n-2017-lecture4.pdf 3.39 MB
08 Recurrent Neural Networks and Language Models/cs224n-2017-lecture8.pdf 3.55 MB
05 Backpropagation and Project Advice/cs224n-2017-lecture5.pdf 3.62 MB
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14 Tree Recursive Neural Networks and Constituency Parsing/Deep Reinforcement Learning for Dialogue Generation.pdf 5.00 MB
14 Tree Recursive Neural Networks and Constituency Parsing/cs224n-2017-lecture14-TreeRNNs.pdf 5.78 MB
assignments/assignment3/results/window/20170702_193234/model.weights.data-00000-of-00001 6.43 MB
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assignments/assignment3/results/window/20170702_191726/model.weights.data-00000-of-00001 6.43 MB
03 Advanced Word Vector Representations/cs224n-2017-lecture3.pdf 6.43 MB
13 Convolutional Neural Networks/cs224n-2017-lecture13-CNNs.pdf 6.78 MB
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assignments/assignment3/results/gru/20170703_112643/model.weights.meta 7.06 MB
16 Dynamic Neural Networks for Question Answering/cs224n-2017-lecture16-DMN-QA.pdf 7.06 MB
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assignments/assignment3/results/window/20170702_193912/model.weights.data-00000-of-00001 7.34 MB
07 Introduction to TensorFlow/Visual Dialog.pdf 7.39 MB
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assignments/assignment1/saved_params_15000.npy 8.78 MB
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assignments/assignment1/saved_params_20000.npy 8.78 MB
assignments/assignment1/saved_params_25000.npy 8.78 MB
assignments/assignment1/saved_params_35000.npy 8.78 MB
assignments/assignment1/saved_params_30000.npy 8.78 MB
assignments/assignment1/saved_params_40000.npy 8.79 MB
15 Coreference Resolution/cs224n-2017-lecture15.pdf 10.54 MB
17 Issues in NLP and Possible Architectures for NLP/cs224n-2017-lecture17.pdf 11.07 MB
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assignments/assignment3/results/gru/20170703_123247/model.weights.data-00000-of-00001 11.93 MB
assignments/assignment3/results/gru/20170703_112643/model.weights.data-00000-of-00001 11.93 MB
01 Introduction to NLP and Deep Learning/cs224n-2017-lecture1.pdf 11.94 MB
10 Neural Machine Translation and Models with Attention/cs224n-2017-lecture10.pdf 14.01 MB
11 Gated recurrent units and further topics in NMT/cs224n-2017-lecture11.pdf 15.26 MB
18 Tackling the Limits of Deep Learning for NLP/cs224n-2017-lecture18.pdf 16.80 MB
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12 End-to-end models for Speech Processing/cs224n-2017-lecture12.pdf 28.88 MB
assignments/assignment2/data/train.gold.conll 29.52 MB
assignments/assignment2/data/train.conll 29.52 MB
assignments/assignment3/data/wordVectors.txt 45.50 MB
assignments/assignment2/data/en-cw.txt 57.73 MB
assignments/assignment1/utils/datasets/glove.6B.50d.txt 163.41 MB
12 End-to-end models for Speech Processing/Lecture 12 End-to-End Models for Speech Processing.mp4 266.19 MB
07 Introduction to TensorFlow/Lecture 7 Introduction to TensorFlow.mp4 293.45 MB
17 Issues in NLP and Possible Architectures for NLP/Lecture 17 Issues in NLP and Possible Architectures for NLP.mp4 312.30 MB
14 Tree Recursive Neural Networks and Constituency Parsing/Lecture 14- Tree Recursive Neural Networks and Constituency Parsing.mp4 350.48 MB
10 Neural Machine Translation and Models with Attention/Lecture 10 Neural Machine Translation and Models with Attention.mp4 365.32 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
16 Dynamic Neural Networks for Question Answering/Lecture 16 Dynamic Neural Networks for Question Answering.mp4 459.18 MB
18 Tackling the Limits of Deep Learning for NLP/Lecture 18 Tackling the Limits of Deep Learning for NLP.mp4 469.85 MB
Midterm Review/Review Session- Midterm Review.mp4 542.52 MB
03 Advanced Word Vector Representations/Lecture 3 GloVe_ Global Vectors for Word Representation.mp4 551.48 MB
09 Machine translation and advanced recurrent LSTMs and GRUs/Lecture 9 Machine Translation and Advanced Recurrent LSTMs and GRUs.mp4 587.20 MB
13 Convolutional Neural Networks/Lecture 13 Convolutional Neural Networks.mp4 660.96 MB
01 Introduction to NLP and Deep Learning/Lecture 1 Natural Language Processing with Deep Learning.mp4 692.20 MB
06 Dependency Parsing/Lecture 6 Dependency Parsing.mp4 721.55 MB
15 Coreference Resolution/Lecture 15 Coreference Resolution.mp4 741.09 MB
08 Recurrent Neural Networks and Language Models/Lecture 8 Recurrent Neural Networks and Language Models.mp4 745.60 MB
11 Gated recurrent units and further topics in NMT/Lecture 11 Gated Recurrent Units and Further Topics in NMT.mp4 745.92 MB
02 Word Vector Representations word2vec/Lecture 2 Word Vector Representations_ word2vec.mp4 813.43 MB
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