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  1. UFLDL Tutorial ‎(3,437,815 views)
  2. UFLDL教程 ‎(1,915,700 views)
  3. Main Page ‎(773,506 views)
  4. 神经网络 ‎(560,228 views)
  5. Softmax回归 ‎(491,347 views)
  6. Neural Networks ‎(453,194 views)
  7. Backpropagation Algorithm ‎(393,199 views)
  8. Softmax Regression ‎(359,429 views)
  9. 反向传导算法 ‎(340,310 views)
  10. UFLDL Recommended Readings ‎(322,910 views)
  11. Exercise:Sparse Autoencoder ‎(266,626 views)
  12. Feature extraction using convolution ‎(253,263 views)
  13. Autoencoders and Sparsity ‎(217,164 views)
  14. 自编码算法与稀疏性 ‎(174,209 views)
  15. 主成分分析 ‎(172,275 views)
  16. PCA ‎(171,580 views)
  17. Gradient checking and advanced optimization ‎(170,608 views)
  18. Stacked Autoencoders ‎(170,052 views)
  19. Using the MNIST Dataset ‎(161,562 views)
  20. 卷积特征提取 ‎(153,650 views)
  21. Exercise:Softmax Regression ‎(152,773 views)
  22. Exercise:Convolution and Pooling ‎(151,451 views)
  23. Whitening ‎(150,161 views)
  24. Data Preprocessing ‎(147,093 views)
  25. 池化 ‎(133,263 views)
  26. 稀疏编码 ‎(128,634 views)
  27. Exercise: Implement deep networks for digit classification ‎(125,791 views)
  28. Self-Taught Learning ‎(120,352 views)
  29. Deep Networks: Overview ‎(117,451 views)
  30. Exercise:Self-Taught Learning ‎(116,814 views)
  31. 梯度检验与高级优化 ‎(115,391 views)
  32. Visualizing a Trained Autoencoder ‎(114,360 views)
  33. Sparse Coding ‎(113,240 views)
  34. 白化 ‎(112,895 views)
  35. Exercise:Vectorization ‎(108,715 views)
  36. Implementing PCA/Whitening ‎(106,259 views)
  37. Exercise:PCA and Whitening ‎(104,249 views)
  38. Pooling ‎(103,379 views)
  39. Neural Network Vectorization ‎(98,221 views)
  40. Self-Taught Learning to Deep Networks ‎(98,122 views)
  41. Logistic Regression Vectorization Example ‎(97,163 views)
  42. Fine-tuning Stacked AEs ‎(96,521 views)
  43. 栈式自编码算法 ‎(95,355 views)
  44. 可视化自编码器训练结果 ‎(92,414 views)
  45. 数据预处理 ‎(92,172 views)
  46. 稀疏编码自编码表达 ‎(90,980 views)
  47. 自我学习 ‎(82,788 views)
  48. 深度网络概览 ‎(81,331 views)
  49. Linear Decoders ‎(80,683 views)
  50. 从自我学习到深层网络 ‎(79,139 views)

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