My latest projects

Extracting and grouping text info by category

This notebook shows matching text pattern and extract text and processing strings using Regex.

Generate English name

Train a language model to generate next character based on the previous characters to output an english name.

EigenFace

This notebook will dive into eigenvalues and eigenvectors with covariance matrix. We also compare this method with SVD to understand what happens under the hood.

My latest posts

The common activation functions

deep learning

math

Basic math for deep learning

Handling missing data

python

pandas

numpy

Examples of dealing with missing data

Understanding Huggingface datasets

nlp

huggingface

This blog will dive into huggingface datasets

Connect to MySql with Pandas

mysql

database

pandas

This blog show how to connect to MySql database via Pandas