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[FreeTutorials.Us] natural-language-processing-with-deep-learning-in-python
magnet:?xt=urn:btih:70c6c54f99b3908c6867498a09d6cdc37bc926dc&dn=[FreeTutorials.Us] natural-language-processing-with-deep-learning-in-python
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70c6c54f99b3908c6867498a09d6cdc37bc926dc
infohash:
45
文件数量
665.41 MB
文件大小
2018-2-13 15:09
创建日期
2024-7-28 21:31
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FreeTutorials
Us
natural-language-processing-with-deep-learning-in-python
01 Outline Review and Logistical Things/001 Introduction Outline and Review.mp4 4.48 MB
01 Outline Review and Logistical Things/002 Where to get the code data for this course.mp4 3.13 MB
01 Outline Review and Logistical Things/003 How to Succeed in this Course.mp4 9.52 MB
02 Word Embeddings and Word2Vec/004 Alternative to Wikipedia Data Brown Corpus.mp4 12.49 MB
02 Word Embeddings and Word2Vec/005 What is a word embedding.mp4 18 MB
02 Word Embeddings and Word2Vec/006 Using pre-trained word embeddings.mp4 4.05 MB
02 Word Embeddings and Word2Vec/007 Word analogies using word embeddings.mp4 6.61 MB
02 Word Embeddings and Word2Vec/008 TF-IDF and t-SNE experiment.mp4 26.75 MB
02 Word Embeddings and Word2Vec/009 Word2Vec introduction.mp4 8.82 MB
02 Word Embeddings and Word2Vec/010 CBOW.mp4 4.22 MB
02 Word Embeddings and Word2Vec/011 Skip-Gram.mp4 6.28 MB
02 Word Embeddings and Word2Vec/012 Negative Sampling.mp4 13.54 MB
02 Word Embeddings and Word2Vec/013 Why do I have 2 word embedding matrices and what do I do with them.mp4 2.55 MB
02 Word Embeddings and Word2Vec/014 Word2Vec in Code with Numpy part 1.mp4 53.71 MB
02 Word Embeddings and Word2Vec/015 Word2Vec in Code with Numpy part 2.mp4 5.97 MB
02 Word Embeddings and Word2Vec/016 Converting a sequence of word indexes to a sequence of word vectors.mp4 5.45 MB
02 Word Embeddings and Word2Vec/017 How to update only part of a Theano shared variable.mp4 9.18 MB
02 Word Embeddings and Word2Vec/018 Word2Vec in Code with Theano.mp4 31.05 MB
03 Word Embeddings using GLoVe/019 Recommender systems and matrix factorization tutorial.mp4 18.94 MB
03 Word Embeddings using GLoVe/020 GLoVe - Global Vectors for Word Representation.mp4 7.06 MB
03 Word Embeddings using GLoVe/021 GLoVe in Code - Numpy Gradient Descent.mp4 41.85 MB
03 Word Embeddings using GLoVe/022 GLoVe in Code - Theano Gradient Descent.mp4 12.57 MB
03 Word Embeddings using GLoVe/023 GLoVe in Code - Alternating Least Squares.mp4 11.65 MB
03 Word Embeddings using GLoVe/024 Visualizing country analogies with t-SNE.mp4 9.18 MB
03 Word Embeddings using GLoVe/025 Hyperparameter Challenge.mp4 4.04 MB
04 Using Neural Networks to Solve NLP Problems/026 Parts-of-Speech POS Tagging.mp4 8.51 MB
04 Using Neural Networks to Solve NLP Problems/027 Parts-of-Speech Tagging Baseline.mp4 39.86 MB
04 Using Neural Networks to Solve NLP Problems/028 Parts-of-Speech Tagging Recurrent Neural Network.mp4 34.81 MB
04 Using Neural Networks to Solve NLP Problems/029 Parts-of-Speech Tagging Hidden Markov Model HMM.mp4 14.38 MB
04 Using Neural Networks to Solve NLP Problems/030 Named Entity Recognition NER.mp4 4.95 MB
04 Using Neural Networks to Solve NLP Problems/031 Named Entity Recognition Baseline.mp4 14.9 MB
04 Using Neural Networks to Solve NLP Problems/032 Named Entity Recognition RNN.mp4 5.39 MB
04 Using Neural Networks to Solve NLP Problems/033 Hyperparameter Challenge II.mp4 3.83 MB
05 Recursive Neural Networks Tree Neural Networks/034 Data Description for Recursive Neural Networks.mp4 11.54 MB
05 Recursive Neural Networks Tree Neural Networks/035 What are Recursive Neural Networks Tree Neural Networks TNNs.mp4 9.51 MB
05 Recursive Neural Networks Tree Neural Networks/036 Building a TNN with Recursion.mp4 8.09 MB
05 Recursive Neural Networks Tree Neural Networks/037 Trees to Sequences.mp4 11.16 MB
05 Recursive Neural Networks Tree Neural Networks/038 Recursive Neural Network in Theano.mp4 52.51 MB
05 Recursive Neural Networks Tree Neural Networks/039 Recursive Neural Tensor Networks.mp4 11.09 MB
05 Recursive Neural Networks Tree Neural Networks/040 Recursive Neural Network in TensorFlow with Recursion.mp4 12.74 MB
06 Appendix/041 How to install wp2txt or WikiExtractor.py.mp4 3.77 MB
06 Appendix/042 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 43.92 MB
06 Appendix/043 How to Code by Yourself part 1.mp4 24.53 MB
06 Appendix/044 How to Code by Yourself part 2.mp4 14.8 MB
06 Appendix/045 BONUS Where to get Udemy coupons and FREE deep learning material.mp4 4.02 MB
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