eskinderit

2D-Strip-Packing-Problem

Solving the 2D Strip Packing problem with mutiple optimization techniques.

JConfigurator

PC Configuration Tool with CLI: Build your own PC choosing the parts cointained in the Xml files, the engine will detect compatibility of the components through their specs. You'll play a step-by-step process seeing just compatible parts.

OrthogonalProjectionSVD

Binary/Multi classification exercise using Orthogonal Projections of the MNIST dataset obtained through SVD. The choice of the training set is made in an unbalanced way.

A-comparison-of-small-and-large-uni-multi-modal-language-models-for-sentiment-analysis-

Comparison of multimodal models for Emotion Detection on IEMOCAP

eskinderit

experiments-synthetic-generation-clinical-skin-images

Generation of syntethic images of skin diseases using Machine Learning / Computer Vision techniques

FiniteRepresentation

A couple of exercises about Ill conditioning, Finite rapresentation in python and series approximation with finite numbers

FruitDefectsInspection

implementation Computer Vision (CV) pipelines detecting defects in fruits (apples and kiwis) through the use of traditional techniques

GradientDescent

An easy implementation of the GD implementation, comparison using different functions using fixed alpha or the alpha obtained through backtracking algo

Insertion-Sort-vs-Merge-Sort

Insertion Sort and Merge Sort comparison

SentimentAnalysisNNs

Sentiment analysis with NNs: a comparison between a basic BiLSTM model and ALBERT, a SoTA model from Google

SGD

An easy implementation of the Stochastic / Batch gradient descent and comparison with the standard Gradient Descent Method

single-elders-home-monitoring

PySpark unofficial implementation of the study "Home monitoring for older singles: A gas sensor array system"

WumpusBayesNetwork

Bayes Network model used as heuristics for a simplified version of the Wumpus Game.

MLvsMAP

A brief comparison of the weights computation for a linear classifer using Maximum Likelihood (ML) and Maximum aPosteriori (MAP)

NMF_BSS

An exercise on the use of NMF for Blind Signal Separation

Radix-Sort-vs-Merge-Sort

Comparison between Radix Sort and Merge Sort

Red-Black-tree-vs-Binary-tree

Comparison between RB Threes and Binary Threes

SeleniumWithCucucumber

In this project we will discuss working Selenium with cucumber

Smoky

Smoke sensing system made with Arduino Uno, NodeMCU, MQ2, Real SQL database connection both on Back-End and Front-End (made with Django+Bootstrap)