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Michael Gkotsis's Projects

datagenerator icon datagenerator

A c program generating 2 datasets,one with random variables and the other from 1 to n. Dimensions according to user's wish.

dbscan icon dbscan

A Density-based spatial clustering of applications with noise implementation to C-languange

elbow-method-k-means-pca icon elbow-method-k-means-pca

Applying Elbow method for finding optimal k points, applying k means for identifying segments and PCA for cluster visualization. Applied on credit card data from kaggle.//https://www.kaggle.com/arjunbhasin2013/ccdata

firefox-qr icon firefox-qr

This is a project to get a qr code of the current url. Almost the same as the https://github.com/smoqadam/url-to-qrcode-firefox-addon extension for Firefox

k-means icon k-means

A k-means algorithm implementation to c language.

k-sums icon k-sums

An outlier-detection algorithm which assigns a high and low value to the points, the higher or lower each value is means that it's the most potential outlier.

optics icon optics

An implementation of OPTICS Algorithm

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

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