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  1. UFLDL Tutorial ‎(4,554,421 views)
  2. UFLDL教程 ‎(2,599,439 views)
  3. Main Page ‎(1,099,144 views)
  4. 神经网络 ‎(713,432 views)
  5. Softmax回归 ‎(608,126 views)
  6. Neural Networks ‎(537,765 views)
  7. Backpropagation Algorithm ‎(473,793 views)
  8. 反向传导算法 ‎(460,872 views)
  9. Softmax Regression ‎(456,304 views)
  10. UFLDL Recommended Readings ‎(449,748 views)
  11. Feature extraction using convolution ‎(346,231 views)
  12. Exercise:Sparse Autoencoder ‎(304,816 views)
  13. 主成分分析 ‎(261,012 views)
  14. Autoencoders and Sparsity ‎(250,051 views)
  15. 自编码算法与稀疏性 ‎(225,918 views)
  16. Stacked Autoencoders ‎(217,352 views)
  17. PCA ‎(214,161 views)
  18. Gradient checking and advanced optimization ‎(204,704 views)
  19. Using the MNIST Dataset ‎(200,824 views)
  20. 卷积特征提取 ‎(188,186 views)
  21. Exercise:Convolution and Pooling ‎(186,420 views)
  22. Exercise:Softmax Regression ‎(185,466 views)
  23. Data Preprocessing ‎(184,312 views)
  24. 稀疏编码 ‎(181,419 views)
  25. 池化 ‎(175,931 views)
  26. Whitening ‎(175,048 views)
  27. 白化 ‎(153,513 views)
  28. Deep Networks: Overview ‎(149,743 views)
  29. Exercise: Implement deep networks for digit classification ‎(149,522 views)
  30. 稀疏编码自编码表达 ‎(146,460 views)
  31. Exercise:Self-Taught Learning ‎(144,822 views)
  32. 梯度检验与高级优化 ‎(143,427 views)
  33. Sparse Coding ‎(143,194 views)
  34. Self-Taught Learning ‎(138,024 views)
  35. Exercise:Vectorization ‎(131,486 views)
  36. 数据预处理 ‎(127,694 views)
  37. Exercise:PCA and Whitening ‎(127,579 views)
  38. Visualizing a Trained Autoencoder ‎(125,731 views)
  39. 栈式自编码算法 ‎(125,583 views)
  40. Implementing PCA/Whitening ‎(124,450 views)
  41. 可视化自编码器训练结果 ‎(121,567 views)
  42. 神经网络向量化 ‎(118,778 views)
  43. Logistic Regression Vectorization Example ‎(118,563 views)
  44. Pooling ‎(118,406 views)
  45. Self-Taught Learning to Deep Networks ‎(118,238 views)
  46. Fine-tuning Stacked AEs ‎(115,296 views)
  47. Neural Network Vectorization ‎(114,926 views)
  48. 深度网络概览 ‎(112,825 views)
  49. 自我学习 ‎(109,920 views)
  50. 从自我学习到深层网络 ‎(108,274 views)

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