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- UFLDL Tutorial (4,842,775 views)
- UFLDL教程 (2,704,433 views)
- Main Page (1,298,376 views)
- 神经网络 (822,373 views)
- Softmax回归 (697,390 views)
- Neural Networks (568,256 views)
- 反向传导算法 (562,633 views)
- Backpropagation Algorithm (521,868 views)
- UFLDL Recommended Readings (515,854 views)
- Softmax Regression (509,282 views)
- Feature extraction using convolution (424,340 views)
- 主成分分析 (375,661 views)
- Exercise:Sparse Autoencoder (325,186 views)
- 自编码算法与稀疏性 (298,358 views)
- Autoencoders and Sparsity (266,114 views)
- 稀疏编码 (263,469 views)
- PCA (249,443 views)
- Stacked Autoencoders (236,819 views)
- 卷积特征提取 (230,546 views)
- 稀疏编码自编码表达 (230,225 views)
- Exercise:Convolution and Pooling (227,313 views)
- Gradient checking and advanced optimization (224,890 views)
- 池化 (224,671 views)
- Using the MNIST Dataset (219,425 views)
- Exercise:Softmax Regression (215,919 views)
- Data Preprocessing (205,493 views)
- 白化 (199,234 views)
- Whitening (196,043 views)
- 数据预处理 (185,600 views)
- 神经网络向量化 (183,300 views)
- 梯度检验与高级优化 (180,321 views)
- Exercise:Self-Taught Learning (171,464 views)
- Exercise: Implement deep networks for digit classification (168,181 views)
- Deep Networks: Overview (168,009 views)
- 可视化自编码器训练结果 (164,163 views)
- 栈式自编码算法 (163,703 views)
- 深度网络概览 (161,293 views)
- Exercise:Vectorization (156,546 views)
- 从自我学习到深层网络 (155,512 views)
- 逻辑回归的向量化实现样例 (154,852 views)
- Sparse Coding (154,487 views)
- Self-Taught Learning (151,446 views)
- Exercise:PCA and Whitening (150,064 views)
- Implementing PCA/Whitening (144,182 views)
- 自我学习 (143,154 views)
- Fine-tuning Stacked AEs (133,759 views)
- Visualizing a Trained Autoencoder (133,676 views)
- 微调多层自编码算法 (133,300 views)
- Pooling (132,683 views)
- Self-Taught Learning to Deep Networks (130,483 views)
- Linear Decoders (130,143 views)
- 用反向传导思想求导 (128,738 views)
- Logistic Regression Vectorization Example (126,489 views)
- Neural Network Vectorization (126,306 views)
- Sparse Coding: Autoencoder Interpretation (114,442 views)
- 矢量化编程 (113,640 views)
- 独立成分分析 (113,510 views)
- 稀疏自编码器符号一览表 (102,911 views)
- 实现主成分分析和白化 (101,612 views)
- Exercise:PCA in 2D (100,880 views)
- Exercise:Learning color features with Sparse Autoencoders (99,657 views)
- Vectorization (89,879 views)
- 线性解码器 (84,366 views)
- Sparse Autoencoder Notation Summary (83,505 views)
- MATLAB Modules (82,836 views)
- Deriving gradients using the backpropagation idea (80,783 views)
- Independent Component Analysis (68,112 views)
- Exercise:Sparse Coding (61,610 views)
- Exercise:Independent Component Analysis (61,567 views)
- 稀疏自编码重述 (54,987 views)
- Useful Links (33,132 views)
- Style Guide (28,253 views)
- Backpropagation vectorization hints (26,079 views)
- Fminlbfgs Details (22,791 views)
- Exercise: PCA in 2D (17,392 views)
- Sandbox (16,884 views)
- Neural Networks CN (13,958 views)
- SOFTMAX回归 (12,697 views)
- Visualization with PCA/Whitening (7,155 views)
- Reflist (6,441 views)
- UFLDL Tutorial CN (6,096 views)
- Code (4,472 views)
- Wiki documentation (3,141 views)
