Archives: 2021

2021

08

10

An overview of evaluation metrics for machine learning models

2021-08-10 Machine Learning

Metrics

09

Multiple ways to generate normal distributed random numbers.

2021-08-09 Statistics

Random number Sampling

08

A specialized tree-based data structure that satisfies the heap property.

2021-08-08 Algorithm

Data structure Heap

06

Dimension reduction tool: t-distributed stochastic neighbor embedding (t-SNE).

2021-08-06 Machine Learning

Embedding Nonlinear method

01

A quick guidance of a personal website setup with Hexo and Github Page.

2021-08-01 Front end

Hexo CSS JavaScript

06

20

An introduction of K-means clustering with the implementation and pros/cons analysis.

2021-06-20 Machine Learning

Unsupervised Learning Clustering

13

How did the COVID-19 pandemic affect the property market?

2021-06-13 Machine Learning

Regression Boosting Feature engineering