|
Object-Oriented Design for Implementation
|
|
14
|
4224
|
April 24, 2025
|
|
Deep Convolutional Neural Networks (AlexNet)
|
|
10
|
2763
|
September 25, 2020
|
|
多GPU的简洁实现
|
|
9
|
5118
|
February 26, 2024
|
|
Convolutions for Images
|
|
14
|
4115
|
February 16, 2025
|
|
Word Embedding (word2vec)
|
|
10
|
4784
|
August 21, 2024
|
|
The Transformer Architecture
|
|
13
|
4140
|
January 22, 2022
|
|
深层循环神经网络
|
|
12
|
4219
|
May 13, 2025
|
|
Customer Layers
|
|
9
|
2682
|
February 18, 2025
|
|
Concise Implementation of Linear Regression
|
|
19
|
3335
|
March 12, 2023
|
|
风格迁移
|
|
10
|
4495
|
September 22, 2024
|
|
Text Preprocessing
|
|
16
|
3587
|
November 21, 2021
|
|
Auto Differentiation
|
|
13
|
3878
|
November 7, 2024
|
|
Environment and Distribution Shift
|
|
15
|
3618
|
December 19, 2023
|
|
Parameter Management
|
|
14
|
3719
|
February 17, 2025
|
|
Batch Normalization
|
|
10
|
4337
|
June 8, 2024
|
|
Large-Scale Pretraining with Transformers
|
|
9
|
4500
|
June 25, 2024
|
|
Synthetic Regression Data
|
|
14
|
3586
|
July 11, 2025
|
|
编译器和解释器
|
|
11
|
3795
|
September 22, 2023
|
|
Gated Recurrent Units (GRU)
|
|
14
|
3390
|
December 1, 2024
|
|
Attention Scoring Functions
|
|
11
|
3787
|
September 27, 2024
|
|
Self-Attention and Positional Encoding
|
|
10
|
3924
|
January 22, 2024
|
|
Beam Search
|
|
14
|
3242
|
April 28, 2025
|
|
情感分析：使用递归神经网络
|
|
12
|
3462
|
September 15, 2025
|
|
Self-Attention and Positional Encoding
|
|
11
|
3579
|
January 22, 2024
|
|
多GPU训练
|
|
10
|
3736
|
October 17, 2024
|
|
Full pytorch code book for d2l.ai [help]
|
|
15
|
3071
|
January 21, 2021
|
|
词嵌入（word2vec）
|
|
10
|
3575
|
June 6, 2025
|
|
Recurrent Neural Networks
|
|
11
|
3420
|
April 22, 2022
|
|
Geometry and Linear Algebraic Operations
|
|
15
|
2945
|
June 22, 2024
|
|
Single Shot Multibox Detection (SSD)
|
|
15
|
2929
|
January 9, 2022
|
|
Neural Collaborative Filtering for Personalized Ranking
|
|
15
|
2919
|
December 19, 2023
|
|
Generative Adversarial Networks
|
|
10
|
3520
|
February 4, 2025
|
|
Linear Regression Implementation from Scratch
|
|
9
|
3617
|
December 14, 2021
|
|
Concise Implementation of Softmax Regression
|
|
13
|
3039
|
June 19, 2020
|
|
Deep Factorization Machines
|
|
9
|
3568
|
October 25, 2021
|
|
Image Augmentation
|
|
12
|
3116
|
November 20, 2020
|
|
Predicting House Prices on Kaggle
|
|
11
|
3198
|
March 12, 2022
|
|
Language Models
|
|
12
|
2990
|
November 10, 2021
|
|
数据预处理
|
|
9
|
3282
|
February 18, 2025
|
|
Image Classification Dataset
|
|
9
|
3235
|
June 27, 2022
|
|
Long Short Term Memory (LSTM)
|
|
9
|
3180
|
May 11, 2025
|
|
预训练word2vec
|
|
11
|
2896
|
September 10, 2024
|
|
The Dataset for Pretraining Word Embedding
|
|
11
|
2829
|
August 21, 2024
|
|
Batch Normalization
|
|
11
|
2549
|
January 11, 2022
|
|
Information Theory
|
|
9
|
2770
|
March 17, 2021
|
|
Pretraining word2vec
|
|
10
|
2625
|
September 10, 2024
|
|
Attention Scoring Functions
|
|
10
|
2625
|
February 9, 2022
|
|
Numerical Stability and Initialization
|
|
11
|
2413
|
December 31, 2022
|
|
Convolutions for Images
|
|
10
|
2510
|
January 14, 2022
|
|
Recurrent Neural Network Implementation from Scratch
|
|
9
|
2579
|
August 9, 2024
|