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Name: Etzion Harari

Type: User

Bio: Data Scientist

Blog: https://www.linkedin.com/in/etzion-harari

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

Etzion Harari's Projects

clustering-by-silhouette

Optimize clustering labels using Silhouette Score.

create-3d-graph-gif

Gets a three-dimensional dataframe and create a GIF of a three-dimensional graph base on the data.

create-multi-smooth-density-plot

Gets a dataframe with several of numeric columns and creates plot that compares the smooth density curves of every selected column.

create-sector-shape-kml-file

Create sector shape KML layer from given pandas dataframe.

create-wikipedia-pages-network-using-bfs-crawler

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

cumulative-heatmap-calculation

fast calculation of heatmap from given points.

etzionr

My-Github-Portfolio

finding-mountaintops-using-dl

Identification of mountain peaks using a neural network

fire-kite-analysis

Use of data mining methods to explore the phenomenon of Fire-Kites launched from Gaza

generate-convex-hull-shp-from-hdbscan-clustering-probabilities

Defines a boundary around cluster centers in a given point-layer shapefile.

github-commits-crawling

Scraping all of the GitHub-commits dates of a given user

gscan

GSCAN: Graph Stability Clustering using Edge-Aware Excess-of-Mass

histo-regression

A Statistical Machine Learning method for producing predictions

histogram-dictionary

Produces a histogram dictionary, in which each bin specifies the frequency of its occurrences.

kmeans-simulator

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

linear-sgd

Linear Regression SGD Optimization Implementation

my-convex-hull

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

my-tf-autoencoder

Basic and Generic AutoEncoder for Multifunctional purposes

polynomial-regression-optimizer

A regression model that finds the optimal polynomial-degree for the input data

recursive-heatmap-calculation

recursive method for heatmap calculation from given points.

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