GitHub - tomgorb/misc: various notebooks on various topics around data and code

📓 miscellaneous python notebooks

Computer vision
- SAM: Segment Anything Model (Meta AI)
- YOLO: You Only Look Once (ultralytics)

A/B Testing: Bayesian vs Frequentist (+ Monte Carlo integration)
Data Driven Attribution using Shapley value
data processing using standard shell tools and commands
dotPlot: visualization of data using dots
duckdb: an in-process SQL OLAP database management system. Simple, feature-rich, fast & open source.
EDA: Exploratory Data Analysis
ELMs: Extreme Learning Machines (this is - really - COOL!)
Find dominant color(s) in images
Make GIFs Great Again!
Google APIs: Gemini + Maps APIs
Great Tables: Wonderful-looking tables in Python.
map: Creating Maps in python using Open Street Maps and NetworkX (OSMnx)
MNIST - UMAP vs. t-SNE: comparison (computation time and quality) of UMAP and t-SNE for dimensionality reduction and visualization
pySpark (mini) tutorial
Sankey diagram
Window Functions: SQL-Like Window functions in Pandas

Name		Name	Last commit message	Last commit date
Latest commit History 21 Commits
data		data
icons		icons
.gitignore		.gitignore
ABMC.ipynb		ABMC.ipynb
Data Driven Attribution.ipynb		Data Driven Attribution.ipynb
EDA.ipynb		EDA.ipynb
ELMs.ipynb		ELMs.ipynb
Find dominant color(s) in images.ipynb		Find dominant color(s) in images.ipynb
GIFs.ipynb		GIFs.ipynb
Google APIs.ipynb		Google APIs.ipynb
MNIST - UMAP vs t-SNE.ipynb		MNIST - UMAP vs t-SNE.ipynb
README.md		README.md
SAM.ipynb		SAM.ipynb
Sankey diagram.ipynb		Sankey diagram.ipynb
Window Functions.ipynb		Window Functions.ipynb
YOLO.ipynb		YOLO.ipynb
data processing (shell).ipynb		data processing (shell).ipynb
dotPlot.ipynb		dotPlot.ipynb
duckdb.ipynb		duckdb.ipynb
great_tables.ipynb		great_tables.ipynb
map.ipynb		map.ipynb
misc.ipynb		misc.ipynb
pySpark.ipynb		pySpark.ipynb
🦜️🔗 LangChain.ipynb		🦜️🔗 LangChain.ipynb