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  1. UFLDL Tutorial ‎(3,163,407 views)
  2. UFLDL教程 ‎(1,734,073 views)
  3. Main Page ‎(735,462 views)
  4. 神经网络 ‎(532,780 views)
  5. Softmax回归 ‎(460,229 views)
  6. Neural Networks ‎(435,623 views)
  7. Backpropagation Algorithm ‎(377,757 views)
  8. Softmax Regression ‎(343,344 views)
  9. 反向传导算法 ‎(323,574 views)
  10. UFLDL Recommended Readings ‎(309,169 views)
  11. Exercise:Sparse Autoencoder ‎(258,971 views)
  12. Feature extraction using convolution ‎(239,024 views)
  13. Autoencoders and Sparsity ‎(209,980 views)
  14. 自编码算法与稀疏性 ‎(167,875 views)
  15. PCA ‎(165,483 views)
  16. Gradient checking and advanced optimization ‎(163,437 views)
  17. 主成分分析 ‎(160,629 views)
  18. Stacked Autoencoders ‎(159,716 views)
  19. Using the MNIST Dataset ‎(153,800 views)
  20. Exercise:Convolution and Pooling ‎(148,254 views)
  21. Exercise:Softmax Regression ‎(148,229 views)
  22. 卷积特征提取 ‎(147,638 views)
  23. Whitening ‎(145,213 views)
  24. Data Preprocessing ‎(137,526 views)
  25. 池化 ‎(127,294 views)
  26. 稀疏编码 ‎(123,184 views)
  27. Exercise: Implement deep networks for digit classification ‎(122,709 views)
  28. Self-Taught Learning ‎(116,800 views)
  29. Exercise:Self-Taught Learning ‎(113,345 views)
  30. Deep Networks: Overview ‎(113,203 views)
  31. Visualizing a Trained Autoencoder ‎(112,086 views)
  32. 梯度检验与高级优化 ‎(111,941 views)
  33. Sparse Coding ‎(108,126 views)
  34. 白化 ‎(107,159 views)
  35. Exercise:Vectorization ‎(106,717 views)
  36. Implementing PCA/Whitening ‎(103,655 views)
  37. Exercise:PCA and Whitening ‎(100,676 views)
  38. Pooling ‎(100,623 views)
  39. Self-Taught Learning to Deep Networks ‎(95,538 views)
  40. Neural Network Vectorization ‎(95,395 views)
  41. Fine-tuning Stacked AEs ‎(93,751 views)
  42. Logistic Regression Vectorization Example ‎(93,365 views)
  43. 栈式自编码算法 ‎(90,415 views)
  44. 可视化自编码器训练结果 ‎(89,557 views)
  45. 数据预处理 ‎(88,371 views)
  46. 稀疏编码自编码表达 ‎(87,373 views)
  47. 自我学习 ‎(79,738 views)
  48. 深度网络概览 ‎(78,742 views)
  49. Linear Decoders ‎(78,628 views)
  50. 从自我学习到深层网络 ‎(76,862 views)

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