Pinned Repositories
POS-tagging-with-RNNs
2D-Strip-Packing-Problem
Solving the 2D Strip Packing problem with mutiple optimization techniques.
A-comparison-of-small-and-large-uni-multi-modal-language-models-for-sentiment-analysis-
Comparison of multimodal models for Emotion Detection on IEMOCAP
eskinderit
FruitDefectsInspection
implementation Computer Vision (CV) pipelines detecting defects in fruits (apples and kiwis) through the use of traditional 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.
SentimentAnalysisNNs
Sentiment analysis with NNs: a comparison between a basic BiLSTM model and ALBERT, a SoTA model from Google
single-elders-home-monitoring
PySpark unofficial implementation of the study "Home monitoring for older singles: A gas sensor array system"
TablutChallenge2021
Software for the Tablut Students Competition for the Fundamentals of AI course in the masters degree in AI of the University of Bologna. The algorithm uses a heuristic-based search of the state space using the minimax algorithm with alpha-beta cuts and a transposition table.
eskinderit's Repositories
eskinderit/2D-Strip-Packing-Problem
Solving the 2D Strip Packing problem with mutiple optimization techniques.
eskinderit/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.
eskinderit/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.
eskinderit/A-comparison-of-small-and-large-uni-multi-modal-language-models-for-sentiment-analysis-
Comparison of multimodal models for Emotion Detection on IEMOCAP
eskinderit/eskinderit
eskinderit/experiments-synthetic-generation-clinical-skin-images
Generation of syntethic images of skin diseases using Machine Learning / Computer Vision techniques
eskinderit/FiniteRepresentation
A couple of exercises about Ill conditioning, Finite rapresentation in python and series approximation with finite numbers
eskinderit/FruitDefectsInspection
implementation Computer Vision (CV) pipelines detecting defects in fruits (apples and kiwis) through the use of traditional techniques
eskinderit/GradientDescent
An easy implementation of the GD implementation, comparison using different functions using fixed alpha or the alpha obtained through backtracking algo
eskinderit/Insertion-Sort-vs-Merge-Sort
Insertion Sort and Merge Sort comparison
eskinderit/SentimentAnalysisNNs
Sentiment analysis with NNs: a comparison between a basic BiLSTM model and ALBERT, a SoTA model from Google
eskinderit/SGD
An easy implementation of the Stochastic / Batch gradient descent and comparison with the standard Gradient Descent Method
eskinderit/single-elders-home-monitoring
PySpark unofficial implementation of the study "Home monitoring for older singles: A gas sensor array system"
eskinderit/WumpusBayesNetwork
Bayes Network model used as heuristics for a simplified version of the Wumpus Game.
eskinderit/MLvsMAP
A brief comparison of the weights computation for a linear classifer using Maximum Likelihood (ML) and Maximum aPosteriori (MAP)
eskinderit/NMF_BSS
An exercise on the use of NMF for Blind Signal Separation
eskinderit/Radix-Sort-vs-Merge-Sort
Comparison between Radix Sort and Merge Sort
eskinderit/Red-Black-tree-vs-Binary-tree
Comparison between RB Threes and Binary Threes
eskinderit/SeleniumWithCucucumber
In this project we will discuss working Selenium with cucumber
eskinderit/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)