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  1. UFLDL Tutorial ‎(4,706,647 views)
  2. UFLDL教程 ‎(2,666,664 views)
  3. Main Page ‎(1,230,781 views)
  4. 神经网络 ‎(774,645 views)
  5. Softmax回归 ‎(656,427 views)
  6. Neural Networks ‎(551,987 views)
  7. 反向传导算法 ‎(511,342 views)
  8. Backpropagation Algorithm ‎(501,840 views)
  9. UFLDL Recommended Readings ‎(486,727 views)
  10. Softmax Regression ‎(482,682 views)
  11. Feature extraction using convolution ‎(386,813 views)
  12. 主成分分析 ‎(321,637 views)
  13. Exercise:Sparse Autoencoder ‎(315,013 views)
  14. 自编码算法与稀疏性 ‎(262,909 views)
  15. Autoencoders and Sparsity ‎(258,069 views)
  16. Stacked Autoencoders ‎(227,691 views)
  17. PCA ‎(227,575 views)
  18. 稀疏编码 ‎(220,809 views)
  19. Gradient checking and advanced optimization ‎(216,154 views)
  20. 卷积特征提取 ‎(214,409 views)
  21. Using the MNIST Dataset ‎(209,977 views)
  22. Exercise:Convolution and Pooling ‎(204,893 views)
  23. 池化 ‎(199,039 views)
  24. Exercise:Softmax Regression ‎(198,564 views)
  25. Data Preprocessing ‎(194,138 views)
  26. 稀疏编码自编码表达 ‎(189,503 views)
  27. Whitening ‎(182,399 views)
  28. 白化 ‎(177,824 views)
  29. 梯度检验与高级优化 ‎(162,116 views)
  30. Exercise: Implement deep networks for digit classification ‎(157,331 views)
  31. Deep Networks: Overview ‎(157,077 views)
  32. Exercise:Self-Taught Learning ‎(155,922 views)
  33. 数据预处理 ‎(155,169 views)
  34. 神经网络向量化 ‎(151,979 views)
  35. Sparse Coding ‎(149,106 views)
  36. 栈式自编码算法 ‎(144,400 views)
  37. Self-Taught Learning ‎(143,879 views)
  38. 可视化自编码器训练结果 ‎(143,281 views)
  39. Exercise:Vectorization ‎(142,020 views)
  40. 深度网络概览 ‎(137,691 views)
  41. Exercise:PCA and Whitening ‎(137,261 views)
  42. Implementing PCA/Whitening ‎(133,372 views)
  43. 从自我学习到深层网络 ‎(131,212 views)
  44. Visualizing a Trained Autoencoder ‎(129,504 views)
  45. 逻辑回归的向量化实现样例 ‎(126,838 views)
  46. 自我学习 ‎(125,815 views)
  47. Pooling ‎(124,925 views)
  48. Self-Taught Learning to Deep Networks ‎(123,276 views)
  49. Fine-tuning Stacked AEs ‎(122,914 views)
  50. Logistic Regression Vectorization Example ‎(122,557 views)

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