Different Perspective of Line Regression

1. Line regression 1.1 Ordinary Least Squares (OLS) Perspective 1.1.1 Model Representation: The linear regression model is represented as: \hat{Y} = X

narcissuskid narcissuskid 发布于 2024-03-18

9.4. Recurrent Neural Networks

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. If we use an RNN to predict the next character in a text sequence, what is the requir

narcissuskid narcissuskid 发布于 2023-09-03

9.3. Language Models

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Suppose there are 100,000 words in the training dataset. How much word frequency and

narcissuskid narcissuskid 发布于 2023-09-02

9.2. Converting Raw Text into Sequence Data

github: https://github.com/pandalabme/d2l/tree/main/exercises import sys import torch.nn as nn import torch import warnings import re import numpy as

narcissuskid narcissuskid 发布于 2023-09-02

解决Jupyter无法保存(413: Request Entity Too Large )

问题描述 jupyer lab界面保存文件时提示Jupyter Lab throwing 413: Request Entity Too Large 解决方法 修改nginx配置,在配置中增加/修改client_max_body_size :

narcissuskid narcissuskid 发布于 2023-09-02

9.1. Working with Sequences

github: https://github.com/pandalabme/d2l/tree/main/exercises import sys import torch.nn as nn import torch import warnings sys.path.append('/home/jov

narcissuskid narcissuskid 发布于 2023-09-02

8.8. Designing Convolution Network Architectures

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Increase the number of stages to four. Can you design a deeper RegNetX that performs

narcissuskid narcissuskid 发布于 2023-09-01

8.7. Densely Connected Networks (DenseNet)

github: https://github.com/pandalabme/d2l/tree/main/exercises import torch import torch.nn as nn from torch.nn import functional as F import sys sys.p

narcissuskid narcissuskid 发布于 2023-09-01

8.6. Residual Networks (ResNet) and ResNeXt

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. What are the major differences between the Inception block in Fig. 8.4.1 and the resi

narcissuskid narcissuskid 发布于 2023-08-31

8.5. Batch Normalization

github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Should we remove the bias parameter from the fully connected layer or the convolution

narcissuskid narcissuskid 发布于 2023-08-30

8.4. Multi-Branch Networks (GoogLeNet)

github: https://github.com/pandalabme/d2l/tree/main/exercises import sys import torch.nn as nn import torch import warnings sys.path.append('/home/jov

narcissuskid narcissuskid 发布于 2023-08-28