Etzion Harari's repositories
Clustering-by-Silhouette
Optimize clustering labels using Silhouette Score.
Cumulative-Heatmap-Calculation
fast calculation of heatmap from given points.
generate-Convex-Hull-SHP-from-HDBSCAN-clustering-probabilities
Defines a boundary around cluster centers in a given point-layer shapefile.
My-Convex-Hull
Convex Hull Algorithm, build from scratch, using the Monotone-Chain method.
create-3d-graph-gif
Gets a three-dimensional dataframe and create a GIF of a three-dimensional graph base on the data.
Finding-Mountaintops-using-DL
Identification of mountain peaks using a neural network
Github-Commits-Crawling
Scraping all of the GitHub-commits dates of a given user
Recursive-HeatMap-Calculation
recursive method for heatmap calculation from given points.
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.
fire-kite-analysis
Use of data mining methods to explore the phenomenon of Fire-Kites launched from Gaza
Histo-Regression
A Statistical Machine Learning method for producing predictions
Kmeans-Simulator
Allows a 2D view of the calculation process of kmeans clustering.
My-TF-AutoEncoder
Basic and Generic AutoEncoder for Multifunctional purposes
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.
GSCAN
GSCAN: Graph Stability Clustering using Edge-Aware Excess-of-Mass
Histogram-Dictionary
Produces a histogram dictionary, in which each bin specifies the frequency of its occurrences.
Linear-SGD
Linear Regression SGD Optimization Implementation
Polynomial-Regression-Optimizer
A regression model that finds the optimal polynomial-degree for the input data