|
Densely Connected Networks (DenseNet)
|
|
4
|
1407
|
September 1, 2023
|
|
Batch Normalization
|
|
8
|
1886
|
August 30, 2023
|
|
Convolutions for Images
|
|
11
|
2166
|
August 30, 2023
|
|
Multi-Branch Networks (GoogLeNet)
|
|
6
|
1588
|
August 28, 2023
|
|
Network in Network (NiN)
|
|
12
|
1882
|
August 27, 2023
|
|
Convolutional Neural Networks (LeNet)
|
|
11
|
2783
|
August 26, 2023
|
|
Multiple Input and Output Channels
|
|
5
|
2059
|
August 26, 2023
|
|
Padding and Stride
|
|
8
|
2383
|
August 25, 2023
|
|
File I/O
|
|
2
|
1031
|
August 24, 2023
|
|
Customer Layers
|
|
8
|
1430
|
August 24, 2023
|
|
Parameter Management
|
|
11
|
1803
|
August 23, 2023
|
|
Dropout
|
|
45
|
4725
|
August 22, 2023
|
|
Numerical Stability and Initialization
|
|
16
|
2158
|
August 22, 2023
|
|
Implementation of Multilayer Perceptrons
|
|
28
|
4135
|
August 21, 2023
|
|
Concise Implementation of Softmax Regression
|
|
23
|
3420
|
August 19, 2023
|
|
Softmax Regression Implementation from Scratch
|
|
39
|
4767
|
August 18, 2023
|
|
The Base Classification Model
|
|
1
|
802
|
August 17, 2023
|
|
Weight Decay
|
|
44
|
4924
|
August 16, 2023
|
|
Generalization
|
|
37
|
4500
|
August 16, 2023
|
|
Concise Implementation of Linear Regression
|
|
29
|
4936
|
August 15, 2023
|
|
Random Variables
|
|
6
|
1045
|
July 20, 2023
|
|
Geometry and Linear Algebraic Operations
|
|
14
|
1483
|
July 6, 2023
|
|
Region-based CNNs (R-CNNs)
|
|
1
|
941
|
June 30, 2023
|
|
Natural Language Inference and the Dataset
|
|
1
|
891
|
June 27, 2023
|
|
Sentiment Analysis: Using Recurrent Neural Networks
|
|
3
|
1001
|
June 27, 2023
|
|
Sentiment Analysis and the Dataset
|
|
2
|
1048
|
June 18, 2023
|
|
8.6. Residual Networks (ResNet) and ResNeXt
|
|
0
|
163
|
June 15, 2023
|
|
Information Theory
|
|
6
|
1305
|
November 4, 2022
|
|
Hyperparameter Optimization API
|
|
1
|
419
|
June 11, 2023
|
|
Bidirectional Encoder Representations from Transformers (BERT)
|
|
4
|
1273
|
June 3, 2023
|