Haozhou Zhou – Medium

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What Exactly Is the “Gaussian Connection”?

The creation of the Gaussian connection was probably inspired by the “Feature Extractor”, which is a traditional technique of image recognition. Background Knowledge The development of image recognition techniques include the following three stages: Traditional image recognition Multilayer neural network Convolutional neural network Here, let’s dive into the first stage. The traditional…

Computer Science

4 min read

What Exactly Is the “Gaussian Connection”?

Computer Science

4 min read

Published in

MLearning.ai

·Jan 8, 2022

Quickly Master the Principal Components Analysis: the Data Dimensionality Reduction Technique You Must Know

Why does dimensionality reduction matter? The higher the data dimension, the more difficult it is to be fitted by a model. Let’s take the modeling of linear regression as an example. …

Data Science

3 min read

Quickly Master the Principal Components Analysis: the Data Dimensionality Reduction Technique You…

Data Science

3 min read

Jan 3, 2022

Learn Python Data Containers in 3 Minutes: List/Set/Tuple

The List and its “brothers”: Tuple and Set List, Tuple and Set are all iterable. All of them can hold other types of data in Python How to decide which one should be used among List/Tuple/Set? In most scenarios, the List would be the very first choice Why? The List is the most flexible container. The data in the list would be changeable and indexed, and the data in…

Python

2 min read

Python

2 min read