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Machine Learning

K-means Clustering

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

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Machine Learning

Property Price Trend Prediction

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

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How to evaluate the performance of ML models? How to evaluate the performance of ML models?
An overview of evaluation metrics for machine learning models
2021-08-10 Machine Learning
Metrics
Random number generator with normal distribution Random number generator with normal distribution
Multiple ways to generate normal distributed random numbers.
2021-08-09 Statistics
Random number Sampling
What is HEAP? What is HEAP?
A specialized tree-based data structure that satisfies the heap property.
2021-08-08 Algorithm
Data structure Heap
Fascinated by t-SNE Fascinated by t-SNE
Dimension reduction tool: t-distributed stochastic neighbor embedding (t-SNE).
2021-08-06 Machine Learning
Embedding Nonlinear method
Hello World of Personal Website Hello World of Personal Website
A quick guidance of a personal website setup with Hexo and Github Page.
2021-08-01 Front end
Hexo CSS JavaScript
K-means Clustering K-means Clustering
An introduction of K-means clustering with the implementation and pros/cons analysis.
2021-06-20 Machine Learning
Unsupervised Learning Clustering
Property Price Trend Prediction Property Price Trend Prediction
How did the COVID-19 pandemic affect the property market?
2021-06-13 Machine Learning
Regression Boosting Feature engineering