|
Calculus
|
|
17
|
4388
|
July 25, 2021
|
|
Convolutions for Images
|
|
14
|
4629
|
February 16, 2025
|
|
Deep Convolutional Neural Networks (AlexNet)
|
|
10
|
3029
|
September 25, 2020
|
|
风格迁移
|
|
11
|
4989
|
November 27, 2025
|
|
多GPU的简洁实现
|
|
9
|
5458
|
February 26, 2024
|
|
Concise Implementation of Linear Regression
|
|
19
|
3821
|
March 12, 2023
|
|
Word Embedding (word2vec)
|
|
10
|
5137
|
August 21, 2024
|
|
Customer Layers
|
|
9
|
3026
|
February 18, 2025
|
|
The Transformer Architecture
|
|
13
|
4545
|
January 22, 2022
|
|
Batch Normalization
|
|
10
|
5104
|
June 8, 2024
|
|
Auto Differentiation
|
|
13
|
4407
|
November 7, 2024
|
|
深层循环神经网络
|
|
12
|
4541
|
May 13, 2025
|
|
Synthetic Regression Data
|
|
14
|
4228
|
July 11, 2025
|
|
Environment and Distribution Shift
|
|
15
|
4014
|
December 19, 2023
|
|
Text Preprocessing
|
|
16
|
3872
|
November 21, 2021
|
|
Parameter Management
|
|
14
|
4112
|
February 17, 2025
|
|
Large-Scale Pretraining with Transformers
|
|
9
|
4942
|
June 25, 2024
|
|
Beam Search
|
|
14
|
4005
|
April 28, 2025
|
|
Full pytorch code book for d2l.ai [help]
|
|
15
|
3761
|
January 21, 2021
|
|
Self-Attention and Positional Encoding
|
|
10
|
4483
|
January 22, 2024
|
|
Gated Recurrent Units (GRU)
|
|
14
|
3820
|
December 1, 2024
|
|
Attention Scoring Functions
|
|
11
|
4232
|
September 27, 2024
|
|
Self-Attention and Positional Encoding
|
|
11
|
4101
|
January 22, 2024
|
|
Generative Adversarial Networks
|
|
10
|
4279
|
February 4, 2025
|
|
编译器和解释器
|
|
11
|
4084
|
September 22, 2023
|
|
情感分析:使用递归神经网络
|
|
12
|
3879
|
September 15, 2025
|
|
Neural Collaborative Filtering for Personalized Ranking
|
|
15
|
3398
|
December 19, 2023
|
|
多GPU训练
|
|
10
|
4023
|
October 17, 2024
|
|
Geometry and Linear Algebraic Operations
|
|
15
|
3333
|
June 22, 2024
|
|
词嵌入(word2vec)
|
|
10
|
3937
|
June 6, 2025
|
|
Recurrent Neural Networks
|
|
11
|
3722
|
April 22, 2022
|
|
Single Shot Multibox Detection (SSD)
|
|
15
|
3211
|
January 9, 2022
|
|
Deep Factorization Machines
|
|
9
|
3997
|
October 25, 2021
|
|
Concise Implementation of Softmax Regression
|
|
13
|
3374
|
June 19, 2020
|
|
Image Augmentation
|
|
12
|
3486
|
November 20, 2020
|
|
Linear Regression Implementation from Scratch
|
|
9
|
3966
|
December 14, 2021
|
|
Predicting House Prices on Kaggle
|
|
11
|
3600
|
March 12, 2022
|
|
Long Short Term Memory (LSTM)
|
|
9
|
3837
|
May 11, 2025
|
|
Language Models
|
|
12
|
3333
|
November 10, 2021
|
|
数据预处理
|
|
9
|
3537
|
February 18, 2025
|
|
预训练word2vec
|
|
11
|
3223
|
September 10, 2024
|
|
Image Classification Dataset
|
|
9
|
3493
|
June 27, 2022
|
|
The Dataset for Pretraining Word Embedding
|
|
11
|
3145
|
August 21, 2024
|
|
Batch Normalization
|
|
11
|
2849
|
January 11, 2022
|
|
Recurrent Neural Network Implementation from Scratch
|
|
9
|
3077
|
August 9, 2024
|
|
Pretraining word2vec
|
|
10
|
2913
|
September 10, 2024
|
|
Attention Scoring Functions
|
|
10
|
2884
|
February 9, 2022
|
|
Information Theory
|
|
9
|
2975
|
March 17, 2021
|
|
Numerical Stability and Initialization
|
|
11
|
2670
|
December 31, 2022
|
|
Convolutions for Images
|
|
10
|
2760
|
January 14, 2022
|