My sample book
Welcome to your Jupyter Book
Numpy
1. Beginner (Official)
Pandas
2. Getting Started (official)
3. Regular Expression
Matplotlib
4. Intro to matplotlib
5. Matplotlib 簡介與常用技巧
6. Simple Line Plots
7. Simple Scatter Plots
8. Error bars & Error region
9. Histograms and Density
10. Legends
11. Colorbars
12. Multiple Subplots
Seaborn
13. Introduction to Seaborn
SQL
14. Pandas + SQLAlchemy
Clustering
15. K-Means
16. Gaussian Mixture Model (GMM)
17. Hierarchical Clustering
supervised learning
18. Supervised Learning with scikit-learn
19. Classification Trees
20. Permutation Importance vs Random Forest Feature Importance (MDI)
repository
open issue
Index
