texts.

Cross Entropy (and numerical stability)

Note on different ML topic

4 min read · 2026

Layer Norm

Note on different ML topic

7 min read · 2026

Multimodal LLMs on top of LLaMA 3

notes on paper read in Nov, 24.

23 min read · 2024

Idea and Implementation / Bayes Theorem and Gaussian Naive Bayes

visual explanation of Naive Bayes, inspired by 3Blue1Brown.

11 min read · 2020

Idea and Implementation / Boosting

7 min read · July 27, 2020

2020 · mahcine-learning
Idea and Implementation / Random Forest

4 min read · July 26, 2020

2020
Idea and Implementation / Bagging

6 min read · July 25, 2020

2020
Idea and Implementation / Multinomial Naive Bayes

16 min read · July 05, 2020

2020
Idea and Implementation / Bayes Theorem and Gaussian Naive Bayes

visual explanation of Naive Bayes, inspired by 3Blue1Brown.

11 min read · July 03, 2020

2020 · algorithm theory · machine-learning