|
About the English Version category
|
|
0
|
2453
|
May 21, 2020
|
|
Preface
|
|
21
|
6696
|
October 16, 2024
|
|
Geometry and Linear Algebraic Operations
|
|
15
|
2065
|
June 22, 2024
|
|
Some questions on Linear Regression Exercises
|
|
0
|
47
|
October 13, 2024
|
|
Numerical Stability and Initialization
|
|
19
|
3019
|
October 12, 2024
|
|
Factorization Machines
|
|
5
|
1582
|
October 12, 2024
|
|
Encoder-Decoder Architecture
|
|
5
|
2164
|
October 9, 2024
|
|
Probability
|
|
39
|
7495
|
October 3, 2024
|
|
Statistics
|
|
3
|
1408
|
October 2, 2024
|
|
The Base Classification Model
|
|
3
|
1345
|
October 1, 2024
|
|
Value iteration
|
|
5
|
1037
|
September 29, 2024
|
|
Attention Scoring Functions
|
|
11
|
2872
|
September 27, 2024
|
|
Attention Cues
|
|
10
|
5199
|
September 9, 2023
|
|
VGG implemmentation problem
|
|
0
|
98
|
September 17, 2024
|
|
Convexity
|
|
7
|
1472
|
September 16, 2024
|
|
Pretraining word2vec
|
|
10
|
1913
|
September 10, 2024
|
|
Installation of Jax version.
|
|
1
|
107
|
September 7, 2024
|
|
Deep Convolutional Neural Networks (AlexNet)
|
|
16
|
3433
|
September 4, 2024
|
|
Generalization in Classification
|
|
8
|
1534
|
September 1, 2024
|
|
The Transformer Architecture
|
|
35
|
5619
|
August 31, 2024
|
|
Data Preprocessing
|
|
35
|
8591
|
August 29, 2024
|
|
Multi-Head Attention
|
|
19
|
4987
|
August 29, 2024
|
|
Data Manipulation
|
|
38
|
8616
|
August 29, 2024
|
|
Softmax Regression Implementation from Scratch
|
|
40
|
7028
|
August 28, 2024
|
|
Word Embedding (word2vec)
|
|
10
|
2422
|
August 21, 2024
|
|
The Dataset for Pretraining Word Embedding
|
|
11
|
2092
|
August 21, 2024
|
|
Linear Algebra
|
|
27
|
7412
|
August 15, 2024
|
|
Auto Differentiation
|
|
37
|
11399
|
August 15, 2024
|
|
From Fully Connected Layers to Convolutions
|
|
40
|
7807
|
August 15, 2024
|
|
Forward Propagation, Backward Propagation, and Computational Graphs
|
|
30
|
7911
|
August 10, 2024
|