https://github.com/tomgorb/misc

various notebooks on various topics around data and code
https://github.com/tomgorb/misc

Last synced: 5 months ago
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various notebooks on various topics around data and code

• Host: GitHub
• URL: https://github.com/tomgorb/misc
• Owner: tomgorb
• Created: 2020-07-21T08:58:01.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2025-07-21T15:49:29.000Z (11 months ago)
• Last Synced: 2025-07-21T17:51:14.259Z (11 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 39.1 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
📓 miscellaneous python notebooks

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- Gen AI

  - 🦜️🔗 **LangChain** + **LangGraph** starter kit

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- Computer vision

  - **SAM**: *Segment Anything Model* (Meta AI)

  - **YOLO**: *You Only Look Once* (ultralytics)

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- **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

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- **misc**: some Tips and Tricks

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