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[] natural-language-processing-with-deep-learning-in-python

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  • 文件大小:665MB
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文件列表

  1. 02 Word Embeddings and Word2Vec/014 Word2Vec in Code with Numpy part 1.mp4 54MB
  2. 05 Recursive Neural Networks Tree Neural Networks/038 Recursive Neural Network in Theano.mp4 53MB
  3. 06 Appendix/042 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 44MB
  4. 03 Word Embeddings using GLoVe/021 GLoVe in Code - Numpy Gradient Descent.mp4 42MB
  5. 04 Using Neural Networks to Solve NLP Problems/027 Parts-of-Speech Tagging Baseline.mp4 40MB
  6. 04 Using Neural Networks to Solve NLP Problems/028 Parts-of-Speech Tagging Recurrent Neural Network.mp4 35MB
  7. 02 Word Embeddings and Word2Vec/018 Word2Vec in Code with Theano.mp4 31MB
  8. 02 Word Embeddings and Word2Vec/008 TF-IDF and t-SNE experiment.mp4 27MB
  9. 06 Appendix/043 How to Code by Yourself part 1.mp4 25MB
  10. 03 Word Embeddings using GLoVe/019 Recommender systems and matrix factorization tutorial.mp4 19MB
  11. 02 Word Embeddings and Word2Vec/005 What is a word embedding.mp4 18MB
  12. 04 Using Neural Networks to Solve NLP Problems/031 Named Entity Recognition Baseline.mp4 15MB
  13. 06 Appendix/044 How to Code by Yourself part 2.mp4 15MB
  14. 04 Using Neural Networks to Solve NLP Problems/029 Parts-of-Speech Tagging Hidden Markov Model HMM.mp4 14MB
  15. 02 Word Embeddings and Word2Vec/012 Negative Sampling.mp4 14MB
  16. 05 Recursive Neural Networks Tree Neural Networks/040 Recursive Neural Network in TensorFlow with Recursion.mp4 13MB
  17. 03 Word Embeddings using GLoVe/022 GLoVe in Code - Theano Gradient Descent.mp4 13MB
  18. 02 Word Embeddings and Word2Vec/004 Alternative to Wikipedia Data Brown Corpus.mp4 12MB
  19. 03 Word Embeddings using GLoVe/023 GLoVe in Code - Alternating Least Squares.mp4 12MB
  20. 05 Recursive Neural Networks Tree Neural Networks/034 Data Description for Recursive Neural Networks.mp4 12MB
  21. 05 Recursive Neural Networks Tree Neural Networks/037 Trees to Sequences.mp4 11MB
  22. 05 Recursive Neural Networks Tree Neural Networks/039 Recursive Neural Tensor Networks.mp4 11MB
  23. 01 Outline Review and Logistical Things/003 How to Succeed in this Course.mp4 10MB
  24. 05 Recursive Neural Networks Tree Neural Networks/035 What are Recursive Neural Networks Tree Neural Networks TNNs.mp4 10MB
  25. 02 Word Embeddings and Word2Vec/017 How to update only part of a Theano shared variable.mp4 9MB
  26. 03 Word Embeddings using GLoVe/024 Visualizing country analogies with t-SNE.mp4 9MB
  27. 02 Word Embeddings and Word2Vec/009 Word2Vec introduction.mp4 9MB
  28. 04 Using Neural Networks to Solve NLP Problems/026 Parts-of-Speech POS Tagging.mp4 9MB
  29. 05 Recursive Neural Networks Tree Neural Networks/036 Building a TNN with Recursion.mp4 8MB
  30. 03 Word Embeddings using GLoVe/020 GLoVe - Global Vectors for Word Representation.mp4 7MB
  31. 02 Word Embeddings and Word2Vec/007 Word analogies using word embeddings.mp4 7MB
  32. 02 Word Embeddings and Word2Vec/011 Skip-Gram.mp4 6MB
  33. 02 Word Embeddings and Word2Vec/015 Word2Vec in Code with Numpy part 2.mp4 6MB
  34. 02 Word Embeddings and Word2Vec/016 Converting a sequence of word indexes to a sequence of word vectors.mp4 5MB
  35. 04 Using Neural Networks to Solve NLP Problems/032 Named Entity Recognition RNN.mp4 5MB
  36. 04 Using Neural Networks to Solve NLP Problems/030 Named Entity Recognition NER.mp4 5MB
  37. 01 Outline Review and Logistical Things/001 Introduction Outline and Review.mp4 4MB
  38. 02 Word Embeddings and Word2Vec/010 CBOW.mp4 4MB
  39. 02 Word Embeddings and Word2Vec/006 Using pre-trained word embeddings.mp4 4MB
  40. 03 Word Embeddings using GLoVe/025 Hyperparameter Challenge.mp4 4MB
  41. 06 Appendix/045 BONUS Where to get Udemy coupons and FREE deep learning material.mp4 4MB
  42. 04 Using Neural Networks to Solve NLP Problems/033 Hyperparameter Challenge II.mp4 4MB
  43. 06 Appendix/041 How to install wp2txt or WikiExtractor.py.mp4 4MB
  44. 01 Outline Review and Logistical Things/002 Where to get the code data for this course.mp4 3MB
  45. 02 Word Embeddings and Word2Vec/013 Why do I have 2 word embedding matrices and what do I do with them.mp4 3MB
  46. Freetutorials.Us.url 119B
  47. [FreeTutorials.Us].txt 75B