|
Convolutional Neural Networks (LeNet)
|
|
0
|
2025
|
August 14, 2023
|
|
Pooling
|
|
0
|
1348
|
August 14, 2023
|
|
Multiple Input and Multiple Output Channels
|
|
0
|
1842
|
August 14, 2023
|
|
Padding and Stride
|
|
0
|
1403
|
August 14, 2023
|
|
Convolutions for Images
|
|
0
|
1662
|
August 14, 2023
|
|
GPUs
|
|
0
|
1662
|
August 14, 2023
|
|
File I/O
|
|
0
|
1254
|
August 14, 2023
|
|
Custom Layers
|
|
0
|
1210
|
August 14, 2023
|
|
Lazy Initialization
|
|
0
|
1735
|
August 14, 2023
|
|
Parameter Initialization
|
|
0
|
1376
|
August 14, 2023
|
|
Parameter Management
|
|
0
|
1276
|
August 14, 2023
|
|
Layers and Modules
|
|
0
|
1362
|
August 14, 2023
|
|
Predicting House Prices on Kaggle
|
|
0
|
1725
|
August 14, 2023
|
|
Dropout
|
|
0
|
1740
|
August 14, 2023
|
|
Numerical Stability and Initialization
|
|
0
|
1755
|
August 14, 2023
|
|
Implementation of Multilayer Perceptrons
|
|
0
|
1734
|
August 14, 2023
|
|
Multilayer Perceptrons
|
|
0
|
1347
|
August 14, 2023
|
|
Concise Implementation of Softmax Regression
|
|
0
|
1198
|
August 14, 2023
|
|
Softmax Regression Implementation from Scratch
|
|
0
|
1344
|
August 14, 2023
|
|
The Image Classification Dataset
|
|
0
|
1291
|
August 14, 2023
|
|
Weight Decay
|
|
0
|
1302
|
August 14, 2023
|
|
Generalization
|
|
0
|
1793
|
August 14, 2023
|
|
Concise Implementation of Linear Regression
|
|
0
|
1151
|
August 14, 2023
|
|
Linear Regression Implementation from Scratch
|
|
0
|
1787
|
August 14, 2023
|
|
Synthetic Regression Data
|
|
0
|
1745
|
August 14, 2023
|
|
Object-Oriented Design for Implementation
|
|
0
|
1727
|
August 14, 2023
|
|
Linear Regression
|
|
0
|
776
|
August 14, 2023
|
|
Documentation
|
|
0
|
1333
|
August 14, 2023
|
|
Probability and Statistics
|
|
0
|
1880
|
August 14, 2023
|
|
Automatic Differentiation
|
|
0
|
1325
|
August 14, 2023
|