Logo

菜单

Different Perspective of Line Regression
Machine Learning #machine learning

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

归档

2023 年 08 月

6.5. Custom Layers

2023-08-24

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Design a layer that takes an input and computes a tensor reduction, i.e., it returns
6.4. Lazy Initialization

2023-08-23

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. What happens if you specify the input dimensions to the first layer but not to subseq
6.2. Parameter Management

2023-08-23

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Use the NestMLP model defined in Section 6.1 and access the parameters of the various
6.1. Layers and Modules

2023-08-23

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. What kinds of problems will occur if you change MySequential to store modules in a Py
5.7. Predicting House Prices on Kaggle

2023-08-23

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises import pandas as pd import time from tqdm import tqdm import sys import torch import tor
5.6. Dropout

2023-08-22

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises import time from tqdm import tqdm import sys import torch import torchvision from torchv
5.5. Generalization in Deep Learning

2023-08-22

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. In what sense do traditional complexity-based measures fail to account for generaliza
5.4. Numerical Stability and Initialization

2023-08-22

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Can you design other cases where a neural network might exhibit symmetry that needs b
5.3. Forward Propagation, Backward Propagation, and Computational Graphs

2023-08-21

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Assume that the inputs X to some scalar function f are n*m matrices. What is the dime
5.2. Implementation of Multilayer Perceptrons

2023-08-21

Deep Learning #solutions#d2l#pytorch
github: https://github.com/pandalabme/d2l/tree/main/exercises 1. Change the number of hidden units num_hiddens and plot how its number affects the acc
上一页 6 / 9 下一页