blog | Jonghyun (Thomas) Lee

I log knowledge.

The Oncology of Breast Cancer

8 min read · September 01, 2022

2022 · knowledge
The Internet Protocol (IPv4)

7 min read · August 22, 2022

2022 · knowledge
Bias-Variance Decomposition

6 min read · August 20, 2022

2022 · machine-learning
Markov Chain Monte Carlo Algorithm

12 min read · August 17, 2022

2022 · machine-learning
Generative Adversarial Networks (Goodfellow et al. 2014)

7 min read · August 01, 2022

2022 · papers
Dimensionality Reduction - Isomap (Isometric Feature Mapping)

5 min read · July 10, 2022

2022 · machine-learning
Dimensionality Reduction - MDS (Multi-Dimensional Scaling)

4 min read · July 09, 2022

2022 · machine-learning
Dimensionality Reduction - PCA (Principal Component Analysis)

9 min read · July 08, 2022

2022 · machine-learning
Ensemble Learning - Gradient Boosting Machine

7 min read · July 07, 2022

2022 · machine-learning
Ensemble Learning - Adaptive Boosting

6 min read · July 06, 2022

2022 · machine-learning
Ensemble Learning - Bagging and the Random Forest

10 min read · July 05, 2022

2022 · machine-learning
The Perceptron and Gradient Descent

9 min read · July 03, 2022

2022 · machine-learning
Ridge Regression, LASSO, and ElasticNet

7 min read · July 02, 2022

2022 · machine-learning
Dimensionality Reduction and the Genetic Algorithm

13 min read · July 01, 2022

2022 · machine-learning
Logistic Regression

7 min read · June 30, 2022

2022 · machine-learning
Multiple Linear Regression

10 min read · June 28, 2022

2022 · machine-learning
Can Audio Captions Be Evaluated With Image Caption Metrics? - FENSE (Zhou, 2022)

10 min read · May 10, 2022

2022 · papers
An Introduction to ROC Analysis (Fawcett, 2006)

22 min read · February 18, 2022

2022 · papers
Support Vector Machine

12 min read · February 08, 2022

2022 · machine-learning
Alias shellscripting

8 min read · February 01, 2022

2022 · knowledge
Short Time Fourier Transformation, the Mel Filterbank, and MFCC (Audio Signal Processing Pt.2)

7 min read · January 30, 2022

2022 · deep-learning
Sentiment analysis with Reddit API on /r/stocks - Pt.2

13 min read · January 26, 2022

2022 · pythonic
Sentiment analysis with Reddit API on /r/stocks - Pt.1

10 min read · January 25, 2022

2022 · pythonic
Orthogonality of Functions, Fourier Transformation and the Sampling Theorem (Audio Signal Processing Pt.1)

7 min read · January 23, 2022

2022 · deep-learning
The Linux File System

8 min read · January 21, 2022

2022 · knowledge
Pydeck Multipolygon 시각화 on Streamlit

10 min read · January 16, 2022

2022 · pythonic
Geojson Multipolygon Parsing

3 min read · January 15, 2022

2022 · pythonic
Python EPSG 좌표계 변환

4 min read · January 14, 2022

2022 · pythonic
Object-Oriented Programming - Property Decorators

5 min read · August 02, 2021

2021 · pythonic
Object-Oriented Programming - Magic Methods

8 min read · August 02, 2021

2021 · pythonic
Object-Oriented Programming - Inheritance

9 min read · August 02, 2021

2021 · pythonic
Object-Oriented Programming - Classmethods and Staticmethods

12 min read · August 02, 2021

2021 · pythonic
Object-Oriented Programming - Classes

6 min read · August 02, 2021

2021 · pythonic