Archive

2021  3

July  1

Brief Walkthrough of Famous ImageNet Contenders

July 24, 2021 · 8 min · Yiheng "Terry" Li

April  1

Using HDF5 format for python file saving and loading

April 21, 2021 · 4 min · Yiheng "Terry" Li

February  1

LSTM Walk Through

February 6, 2021 · 5 min · Yiheng "Terry" Li

2020  17

December  1

Notes About the Logics Behind the Development of Tree-Based Models

December 8, 2020 · 6 min · Yiheng "Terry" Li

November  1

Projects Archive

November 29, 2020 · 3 min · Yiheng "Terry" Li

September  2

Complex Heatmap, flexible package for heatmap based on R

September 14, 2020 · 8 min · Yiheng "Terry" Li

Pyradiomics Simple Usage

September 11, 2020 · 5 min · Yiheng "Terry" Li

August  1

Further Discussion of Relative Importance

August 10, 2020 · 10 min · Yiheng "Terry" Li

July  1

Multivariate Linear Regression – Collinearity and Feature Importance

July 15, 2020 · 12 min · Yiheng "Terry" Li

June  4

CS229 Problem Sets Spring 2020

June 28, 2020 · 1 min · Yiheng "Terry" Li

Survival Analysis Case Study Using R

June 16, 2020 · 5 min · Yiheng "Terry" Li

Survival Analysis – the Basics

June 14, 2020 · 8 min · Yiheng "Terry" Li

EM Algorithm Notes

June 1, 2020 · 5 min · Yiheng "Terry" Li

May  1

Kernel Method Note

May 12, 2020 · 7 min · Yiheng "Terry" Li

April  6

Generative Models – Gaussian Discriminant Analysis

April 24, 2020 · 10 min · Yiheng "Terry" Li

Logistic Regression Updated with Newton’s Method

April 20, 2020 · 5 min · Yiheng "Terry" Li

Store Almost Any Objects of Python in Files

April 15, 2020 · 2 min · Yiheng "Terry" Li

Probabilistic Interpretation of Sum of Square Loss Function

April 13, 2020 · 2 min · Yiheng "Terry" Li

Positive Semidefinite Matrix in Machine Learning

April 12, 2020 · 3 min · Yiheng "Terry" Li

SMOTE with Python

April 11, 2020 · 3 min · Yiheng "Terry" Li