|
Softmax Regression
|
|
17
|
88
|
July 11, 2020
|
|
Implementation of Multilayer Perceptron from Scratch
|
|
8
|
65
|
July 11, 2020
|
|
Backpropagation Through Time
|
|
3
|
19
|
July 10, 2020
|
|
Concise Implementation of Multilayer Perceptron
|
|
15
|
93
|
July 10, 2020
|
|
Multilayer Perceptrons
|
|
10
|
91
|
July 10, 2020
|
|
Predicting House Prices on Kaggle
|
|
13
|
95
|
July 10, 2020
|
|
Pdf with pytorch code as opposed to mxnet
|
|
1
|
18
|
July 8, 2020
|
|
Layers and Blocks
|
|
2
|
31
|
July 8, 2020
|
|
Softmax Regression from Scratch
|
|
7
|
70
|
July 7, 2020
|
|
Dropout
|
|
20
|
99
|
July 6, 2020
|
|
Probability
|
|
7
|
61
|
July 6, 2020
|
|
Sequence Models
|
|
6
|
56
|
July 6, 2020
|
|
Installation
|
|
15
|
593
|
July 3, 2020
|
|
Batch Normalization
|
|
2
|
36
|
July 2, 2020
|
|
Calculus
|
|
7
|
88
|
July 2, 2020
|
|
Installation
|
|
1
|
39
|
July 1, 2020
|
|
Model Selection, Underfitting and Overfitting
|
|
13
|
84
|
June 30, 2020
|
|
Concise Linear Regression
|
|
5
|
56
|
June 30, 2020
|
|
Concise Linear Regression
|
|
19
|
87
|
June 30, 2020
|
|
Linear Regression from Scratch
|
|
22
|
165
|
June 30, 2020
|
|
Contributing to This Book
|
|
1
|
17
|
June 29, 2020
|
|
Selecting Servers and GPUs
|
|
1
|
15
|
June 29, 2020
|
|
Using Google Colab
|
|
1
|
13
|
June 29, 2020
|
|
Using AWS EC2 Instances
|
|
1
|
11
|
June 29, 2020
|
|
Using Amazon SageMaker
|
|
1
|
13
|
June 29, 2020
|
|
Using Jupyter
|
|
1
|
14
|
June 29, 2020
|
|
Information Theory
|
|
1
|
15
|
June 29, 2020
|
|
Statistics
|
|
1
|
10
|
June 29, 2020
|
|
Naive Bayes
|
|
1
|
12
|
June 29, 2020
|
|
Distributions
|
|
1
|
10
|
June 29, 2020
|
