Art of Python

Last updated: 30 Jun 2026

This repository presents curated Python theory and practice inspired from Python Programming, Data Science, Computer Science, AI in Medicine, and Bioinformatics Algorithm, with applications in diverse scientific computing domains.

Python Basics	Python Advance	Data Structure	Artificial Intelligence
What's inside the computer machine?	Argument kwargs	String	Convolutional Neural Network
Python Overview	Decorator	List	Recurrent Neural Network Transformer
Learn Errors and Warnings Hard	Generator	Dictionary	Autoencoder
Manage Tabular Data Through Pandas	Map with Lambda Enumerate Zip	Tuple	Decision Tree Classifier with Grid Search XGBoost and Tuning DMatrix Random Search Bayesian Optimization
Apply and Customize Functions	Walrus operator	NumpyArray	K-Nearest Neighborhood with Grid Search
Flow Control	Symbolic Calculations	Set	Logistic Regression with Grid Search
Arithmetic Calculations	Combinatorics	Class self __init__ super() isinstance()	PyTorch
True Or False	Format Specifier		Common Procedures
Work with Time	Manage Python Versions

Python Computing Toolkits

• Integrate with seaborn by overlaying statistical annotations
• Automate data preprocessing, machine learning model construction, and hyper-parameters tuning