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EtzionR/README.md

Hi, I'm Etzion!

Welcome to my Github-Portfolio

Here you can find Generic Python codes in the field of Data Science. You can watch the repositories by their topics:

Repository Machine & Deep Learning Algorithms Geometry & GIS Visualization Projects
Conv-AutoEncoder 🔮 📊 🚀
Mountaintops-DL 🔮 🌍 🚀
Silhouette-Clustering 🔮
Graph-Feature-Propagation 🔮 ⚙️ 📊
Cumulative-Heatmap ⚙️ 🌍 📊
Recursive-HeatMap ⚙️ 🌍 📊
Kmeans-Simulator 🔮 ⚙️ 📊
My-Convex-Hull ⚙️ 🌍 📊
Poly-Regression 🔮 ⚙️ 📊
Linear-SGD 🔮 ⚙️ 📊
Histo-Regression 🔮 ⚙️
Wikipedia-BFS-crawler ⚙️ 🚀
Sector-Geometry 🌍
Github-Calendar 📊 🚀
Convex-HDBSCAN 🔮 🌍
Fire-Kites-Analysis 🔮 🌍 📊 🚀
3D GIFs 📊
Multiple-Densities 📊
Histogram Calculation 📊

Each repository includes:

  • The python code that developed as part of the project
  • Implementation python file which demonstrates the use of the code
  • Readme file that details exactly how it works (including visualization, explanations & math equations)
  • Examples of importing and using the code
  • Examples file to apply the code on them, as well as outputs files
  • Descreption of required python libraries
  • MIT using license

Pinned Loading

  1. Clustering-by-Silhouette Clustering-by-Silhouette Public

    Optimize clustering labels using Silhouette Score.

    Python 16 2

  2. My-TF-AutoEncoder My-TF-AutoEncoder Public

    Basic and Generic AutoEncoder for Multifunctional purposes

    Python

  3. My-Convex-Hull My-Convex-Hull Public

    Convex Hull Algorithm, build from scratch, using the Monotone-Chain method.

    Python 4

  4. Cumulative-Heatmap-Calculation Cumulative-Heatmap-Calculation Public

    fast calculation of heatmap from given points.

    Python 10

  5. create-Wikipedia-pages-network-using-BFS-crawler create-Wikipedia-pages-network-using-BFS-crawler Public

    Gets a Wikipedia page URL and creates a network of all pages that link to it at a certain distance.

    Python 1

  6. Kmeans-Simulator Kmeans-Simulator Public

    Allows a 2D view of the calculation process of kmeans clustering.

    Python 1