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  1. UFLDL Tutorial ‎(4,845,245 views)
  2. UFLDL教程 ‎(2,705,129 views)
  3. Main Page ‎(1,300,206 views)
  4. 神经网络 ‎(823,313 views)
  5. Softmax回归 ‎(697,880 views)
  6. Neural Networks ‎(568,935 views)
  7. 反向传导算法 ‎(564,468 views)
  8. Backpropagation Algorithm ‎(522,448 views)
  9. UFLDL Recommended Readings ‎(516,407 views)
  10. Softmax Regression ‎(510,294 views)
  11. Feature extraction using convolution ‎(424,960 views)
  12. 主成分分析 ‎(376,969 views)
  13. Exercise:Sparse Autoencoder ‎(325,575 views)
  14. 自编码算法与稀疏性 ‎(298,969 views)
  15. Autoencoders and Sparsity ‎(266,310 views)
  16. 稀疏编码 ‎(264,410 views)
  17. PCA ‎(250,690 views)
  18. Stacked Autoencoders ‎(237,058 views)
  19. 稀疏编码自编码表达 ‎(231,405 views)
  20. 卷积特征提取 ‎(230,910 views)
  21. Exercise:Convolution and Pooling ‎(227,660 views)
  22. 池化 ‎(225,822 views)
  23. Gradient checking and advanced optimization ‎(225,046 views)
  24. Using the MNIST Dataset ‎(219,639 views)
  25. Exercise:Softmax Regression ‎(216,300 views)
  26. Data Preprocessing ‎(206,021 views)
  27. 白化 ‎(199,698 views)
  28. Whitening ‎(196,635 views)
  29. 数据预处理 ‎(186,292 views)
  30. 神经网络向量化 ‎(183,916 views)
  31. 梯度检验与高级优化 ‎(180,635 views)
  32. Exercise:Self-Taught Learning ‎(171,827 views)
  33. Exercise: Implement deep networks for digit classification ‎(168,348 views)
  34. Deep Networks: Overview ‎(168,289 views)
  35. 可视化自编码器训练结果 ‎(164,585 views)
  36. 栈式自编码算法 ‎(164,525 views)
  37. 深度网络概览 ‎(161,889 views)
  38. Exercise:Vectorization ‎(156,980 views)
  39. 从自我学习到深层网络 ‎(155,942 views)
  40. 逻辑回归的向量化实现样例 ‎(155,205 views)
  41. Sparse Coding ‎(154,589 views)
  42. Self-Taught Learning ‎(151,692 views)
  43. Exercise:PCA and Whitening ‎(150,525 views)
  44. Implementing PCA/Whitening ‎(144,465 views)
  45. 自我学习 ‎(143,500 views)
  46. Fine-tuning Stacked AEs ‎(134,303 views)
  47. Visualizing a Trained Autoencoder ‎(133,774 views)
  48. 微调多层自编码算法 ‎(133,624 views)
  49. Pooling ‎(132,965 views)
  50. Linear Decoders ‎(130,896 views)
  51. Self-Taught Learning to Deep Networks ‎(130,612 views)
  52. 用反向传导思想求导 ‎(129,270 views)
  53. Logistic Regression Vectorization Example ‎(126,562 views)
  54. Neural Network Vectorization ‎(126,447 views)
  55. Sparse Coding: Autoencoder Interpretation ‎(114,624 views)
  56. 独立成分分析 ‎(113,993 views)
  57. 矢量化编程 ‎(113,940 views)
  58. 稀疏自编码器符号一览表 ‎(103,076 views)
  59. 实现主成分分析和白化 ‎(101,890 views)
  60. Exercise:PCA in 2D ‎(101,107 views)
  61. Exercise:Learning color features with Sparse Autoencoders ‎(99,840 views)
  62. Vectorization ‎(90,025 views)
  63. 线性解码器 ‎(84,627 views)
  64. Sparse Autoencoder Notation Summary ‎(83,562 views)
  65. MATLAB Modules ‎(82,942 views)
  66. Deriving gradients using the backpropagation idea ‎(82,438 views)
  67. Independent Component Analysis ‎(68,247 views)
  68. Exercise:Sparse Coding ‎(61,708 views)
  69. Exercise:Independent Component Analysis ‎(61,659 views)
  70. 稀疏自编码重述 ‎(55,124 views)
  71. Useful Links ‎(33,195 views)
  72. Style Guide ‎(28,270 views)
  73. Backpropagation vectorization hints ‎(26,088 views)
  74. Fminlbfgs Details ‎(22,823 views)
  75. Exercise: PCA in 2D ‎(17,408 views)
  76. Sandbox ‎(16,906 views)
  77. Neural Networks CN ‎(13,973 views)
  78. SOFTMAX回归 ‎(12,792 views)
  79. Visualization with PCA/Whitening ‎(7,171 views)
  80. Reflist ‎(6,448 views)
  81. UFLDL Tutorial CN ‎(6,106 views)
  82. Code ‎(4,481 views)
  83. Wiki documentation ‎(3,153 views)

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