|
Calculus
|
|
17
|
4191
|
July 25, 2021
|
|
Deep Convolutional Neural Networks (AlexNet)
|
|
10
|
2894
|
September 25, 2020
|
|
Convolutions for Images
|
|
14
|
4383
|
February 16, 2025
|
|
多GPU的简洁实现
|
|
9
|
5279
|
February 26, 2024
|
|
Word Embedding (word2vec)
|
|
10
|
4984
|
August 21, 2024
|
|
The Transformer Architecture
|
|
13
|
4345
|
January 22, 2022
|
|
Customer Layers
|
|
9
|
2859
|
February 18, 2025
|
|
Concise Implementation of Linear Regression
|
|
19
|
3569
|
March 12, 2023
|
|
深层循环神经网络
|
|
12
|
4386
|
May 13, 2025
|
|
Batch Normalization
|
|
10
|
4725
|
June 8, 2024
|
|
风格迁移
|
|
10
|
4704
|
September 22, 2024
|
|
Auto Differentiation
|
|
13
|
4152
|
November 7, 2024
|
|
Synthetic Regression Data
|
|
14
|
3998
|
July 11, 2025
|
|
Text Preprocessing
|
|
16
|
3737
|
November 21, 2021
|
|
Environment and Distribution Shift
|
|
15
|
3798
|
December 19, 2023
|
|
Parameter Management
|
|
14
|
3911
|
February 17, 2025
|
|
Large-Scale Pretraining with Transformers
|
|
9
|
4781
|
June 25, 2024
|
|
Beam Search
|
|
14
|
3728
|
April 28, 2025
|
|
Full pytorch code book for d2l.ai [help]
|
|
15
|
3582
|
January 21, 2021
|
|
Self-Attention and Positional Encoding
|
|
10
|
4242
|
January 22, 2024
|
|
Gated Recurrent Units (GRU)
|
|
14
|
3625
|
December 1, 2024
|
|
Attention Scoring Functions
|
|
11
|
4016
|
September 27, 2024
|
|
编译器和解释器
|
|
11
|
3957
|
September 22, 2023
|
|
Self-Attention and Positional Encoding
|
|
11
|
3893
|
January 22, 2024
|
|
情感分析:使用递归神经网络
|
|
12
|
3726
|
September 15, 2025
|
|
多GPU训练
|
|
10
|
3877
|
October 17, 2024
|
|
Neural Collaborative Filtering for Personalized Ranking
|
|
15
|
3213
|
December 19, 2023
|
|
Generative Adversarial Networks
|
|
10
|
3873
|
February 4, 2025
|
|
词嵌入(word2vec)
|
|
10
|
3763
|
June 6, 2025
|
|
Geometry and Linear Algebraic Operations
|
|
15
|
3120
|
June 22, 2024
|
|
Recurrent Neural Networks
|
|
11
|
3571
|
April 22, 2022
|
|
Single Shot Multibox Detection (SSD)
|
|
15
|
3074
|
January 9, 2022
|
|
Linear Regression Implementation from Scratch
|
|
9
|
3798
|
December 14, 2021
|
|
Concise Implementation of Softmax Regression
|
|
13
|
3200
|
June 19, 2020
|
|
Image Augmentation
|
|
12
|
3291
|
November 20, 2020
|
|
Predicting House Prices on Kaggle
|
|
11
|
3402
|
March 12, 2022
|
|
Deep Factorization Machines
|
|
9
|
3720
|
October 25, 2021
|
|
Language Models
|
|
12
|
3169
|
November 10, 2021
|
|
Long Short Term Memory (LSTM)
|
|
9
|
3537
|
May 11, 2025
|
|
数据预处理
|
|
9
|
3412
|
February 18, 2025
|
|
预训练word2vec
|
|
11
|
3093
|
September 10, 2024
|
|
Image Classification Dataset
|
|
9
|
3370
|
June 27, 2022
|
|
The Dataset for Pretraining Word Embedding
|
|
11
|
3006
|
August 21, 2024
|
|
Batch Normalization
|
|
11
|
2712
|
January 11, 2022
|
|
Pretraining word2vec
|
|
10
|
2768
|
September 10, 2024
|
|
Recurrent Neural Network Implementation from Scratch
|
|
9
|
2903
|
August 9, 2024
|
|
Attention Scoring Functions
|
|
10
|
2763
|
February 9, 2022
|
|
Information Theory
|
|
9
|
2872
|
March 17, 2021
|
|
Numerical Stability and Initialization
|
|
11
|
2553
|
December 31, 2022
|
|
Convolutions for Images
|
|
10
|
2643
|
January 14, 2022
|