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  1. UFLDL Tutorial ‎(2,454,448 views)
  2. UFLDL教程 ‎(1,247,274 views)
  3. Main Page ‎(617,052 views)
  4. 神经网络 ‎(417,775 views)
  5. Neural Networks ‎(369,732 views)
  6. Softmax回归 ‎(344,254 views)
  7. Backpropagation Algorithm ‎(323,497 views)
  8. Softmax Regression ‎(269,161 views)
  9. 反向传导算法 ‎(266,161 views)
  10. UFLDL Recommended Readings ‎(249,588 views)
  11. Exercise:Sparse Autoencoder ‎(231,064 views)
  12. Autoencoders and Sparsity ‎(185,121 views)
  13. Feature extraction using convolution ‎(162,915 views)
  14. 自编码算法与稀疏性 ‎(142,651 views)
  15. Gradient checking and advanced optimization ‎(141,826 views)
  16. PCA ‎(133,155 views)
  17. Exercise:Convolution and Pooling ‎(129,526 views)
  18. 主成分分析 ‎(129,170 views)
  19. Stacked Autoencoders ‎(127,786 views)
  20. Using the MNIST Dataset ‎(126,346 views)
  21. Exercise:Softmax Regression ‎(126,257 views)
  22. 卷积特征提取 ‎(121,569 views)
  23. Whitening ‎(111,639 views)
  24. Exercise: Implement deep networks for digit classification ‎(105,651 views)
  25. 池化 ‎(103,497 views)
  26. 稀疏编码 ‎(103,181 views)
  27. Visualizing a Trained Autoencoder ‎(98,678 views)
  28. 梯度检验与高级优化 ‎(97,388 views)
  29. Deep Networks: Overview ‎(96,478 views)
  30. Exercise:Self-Taught Learning ‎(94,661 views)
  31. Sparse Coding ‎(91,427 views)
  32. Implementing PCA/Whitening ‎(91,332 views)
  33. Exercise:Vectorization ‎(90,989 views)
  34. Self-Taught Learning ‎(90,213 views)
  35. 白化 ‎(88,785 views)
  36. Data Preprocessing ‎(88,416 views)
  37. Pooling ‎(86,443 views)
  38. Exercise:PCA and Whitening ‎(85,486 views)
  39. Neural Network Vectorization ‎(79,835 views)
  40. Logistic Regression Vectorization Example ‎(79,614 views)
  41. 可视化自编码器训练结果 ‎(78,556 views)
  42. Self-Taught Learning to Deep Networks ‎(77,484 views)
  43. 栈式自编码算法 ‎(73,384 views)
  44. 稀疏编码自编码表达 ‎(72,050 views)
  45. 数据预处理 ‎(71,007 views)
  46. 深度网络概览 ‎(67,889 views)
  47. 从自我学习到深层网络 ‎(67,501 views)
  48. Fine-tuning Stacked AEs ‎(67,358 views)
  49. 自我学习 ‎(66,483 views)
  50. Sparse Autoencoder Notation Summary ‎(64,957 views)

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