andjelatodorovic

AttentionUNet_LungSegmentation

CodeAI

Our solution for predicting soil functional properties at unsampled locations using infrared spectroscopy, georeferencing of soil samples, and earth remote sensing data. Won a first place and a chance to visitWe Are Developers conference in Berlin.

DatathonIBM

Credit risk prediction model for large logistics & distribution company. The idea behind the solution was to use the Altman Z credit score in order to turn the unsupervised into semi-supervised problem, and then apply self-training methods.

Deep_MLO

DesignPatterns

A solution to some of the previous University exams and homework assignments from the course on the Object Oriented Programming. Some lecture notes are to be uploaded

DesignPatternsJava

Implementation of Gang Of Four Design patterns in Java, as far as some useful books on the topic

GeometryPlotting

Manipulations with basic geometrical primitives, such as point, line, plane, sphere, triangle in 3D space: translation and rotation operations, distance calculation, intersections, orthogonal projections of one object into another, etc. The objects can be defined in global or in one of the local coordinate systems and converted form one coordinate system into another. The library was build to be as simple and intuitive as posible. Users do not have to remember the reference coordinate system of each object. The objects store the coordinate system they are defined in and all transformations will be caried out implicitly when necessary.

roland-river

Implementation of the ROLAND: Graph Learning Framework for Dynamic Graphs suitable to integrate into River

S2GNN

Updated version of S2-GNN with added testing on benchmark datasets

aligning-genealogies

The genealogy-coalescent alignment project

andjelatodorovic/DesignPatterns

A solution to some of the previous University exams and homework assignments from the course on the Object Oriented Programming. Some lecture notes are to be uploaded

andjelatodorovic/CodeAI

Our solution for predicting soil functional properties at unsampled locations using infrared spectroscopy, georeferencing of soil samples, and earth remote sensing data. Won a first place and a chance to visitWe Are Developers conference in Berlin.

andjelatodorovic/roland-river

Implementation of the ROLAND: Graph Learning Framework for Dynamic Graphs suitable to integrate into River

andjelatodorovic/AttentionUNet_LungSegmentation

andjelatodorovic/Deep_MLO

andjelatodorovic/DesignPatternsJava

Implementation of Gang Of Four Design patterns in Java, as far as some useful books on the topic

andjelatodorovic/Autoencoder

Simple autoencoder to compress the MNIST dataset. With autoencoders, we pass input data through an encoder that makes a compressed representation of the input. Then, this representation is passed through a decoder to reconstruct the input data. Generally the encoder and decoder will be built with neural networks, then trained on example data. In another file a convolutional layer is added for better results.

andjelatodorovic/DatathonIBM

Credit risk prediction model for large logistics & distribution company. The idea behind the solution was to use the Altman Z credit score in order to turn the unsupervised into semi-supervised problem, and then apply self-training methods.

andjelatodorovic/S2GNN

Updated version of S2-GNN with added testing on benchmark datasets

andjelatodorovic/2021SummerSchool

andjelatodorovic/andjelatodorovic

andjelatodorovic/audio_analysis

andjelatodorovic/Awesome-Hypergraph-Network

A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.

andjelatodorovic/BDA

andjelatodorovic/bottleneck

Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

andjelatodorovic/conf-mc

Conformalized matrix completion - reproduction and personal efforts

andjelatodorovic/Coordinate_based_MLPs

Experiment of coordinate based MLPs Network with Pytorch-Lightning

andjelatodorovic/EnsembleClassifiers

Tbilisi State University workshop - notebook & slides

andjelatodorovic/HeartDiseasePrediction

My solution to DrivenData competition Machine Learning with a Heart. Beat the benchmark and currently rated 90/2190.

andjelatodorovic/hypergraph_experiments

andjelatodorovic/hypergraphs-oversmoothing

Oversmoothing analysis on hypergraphs

andjelatodorovic/JaneStreet-Blotto

andjelatodorovic/notebooks

code for deep learning courses

andjelatodorovic/PiNet

A Permutation Invariant Graph Classifier

andjelatodorovic/pinet2

Pytorch implementation of Pinet

andjelatodorovic/Project-Acoustic-Scene-Classification-DCASE

andjelatodorovic/ResearchProject_AI_Ethics

andjelatodorovic/roland

andjelatodorovic/SoftwareEngineering

Course materials from the University classes of Introduction to Software Engineering

andjelatodorovic/X-INF573-image_impainting