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artificial-neural-networks-skeletic-identification-from-kinect-data

SVM, MLP and RDF neural networks have been used to achive classification from skeletic data, using Kinect in Living Lab

citation_timeseries

A python program creating citation timeseries for every article, given a network of citations.

classification_mlp_shannon_entropy_cost_function

A MLP Neural Network based on Shannon's Entropy of Error as a cost function , for classification.Implemented in Python

clustering_renyi_entropy

Implementation of a Clustering Algorithm based on Renyi's entropy of clusters, in R. A pptx presentation of the algorithm and results included.

entropic_criteria_in_machine_learning

An overview of the utilization of Information Theory in Machine Learning algorithms followed by implementations in MatLab, Python and R.

fireflies_synchronization

Investigation of the phenomenon of flashing synchronization in fireflies' swarms as coupled oscillators model as well as small-world networks, with implementations in Python

graph_analysis

5 different network,s analyzed and explored using R's igraph library

my_certifications

network_manipulation_python

Create,explore and manipulate networks, given a weight matrix, via a simple Python program

pca-and-clustering-analysis

PCA, hierarhical as well as k-means clustering in UScrime dataset from MASS library in R

quantumneuralnetworks

As a part of a Master course in Quantum Mechanics, an essay on proposals and efforts for the development of Quantum Neural Networks(Neural networks for Quantum Computes) made till 2018.

simple_web_scraping

A simple Pyhton program that returns all website and picture links from a given website, in txt files.

softmax_regression

Multinomial Regression using a MLP with a "Crossentropy based cost function",implemented in Matlab.