Marko Njegomir's repositories
machine-learning-with-graphs
My solutions for Stanford University course CS224W: Machine Learning with Graphs Fall 2021 colabs (GNN, GAT, GraphSAGE, GCN)
alpha-beta-pruning-minmax-checkers
Minmax (minimax) algorithm with Alpha-Beta (𝛼−𝛽, ab) Pruning optimization for the Checkers (Draughts) game in Python 3. Same minimax algorithm works for chess, tic tac toe or similar games.
graph-transformer-psiml
Transformer implemented with graph attention network (GAT) layers from PyTorch Geometric
2FAce-verification
Microservice AI Neural Network Tensorflowjs face (YOLO object) detection Two-factor deep learning (TensorFlow) authentication in Spring, Vue, and Flask with face verification based on logistic regression and cosine similarity in high dimensional vector space.
i386-assembly-mastermind-game
Mastermind game coded in i386 assembly language. It uses only one 32 bit register to store the combination.
llm-gpt-sort
A new type of sorting algorithm. Use large language model (llm like gpt, chat-gpt or others) to sort collections.
tbb-matrix-multiplication
Parallel matrix multiplication using Intel TBB library
googolplex-pdf-search
Python program for searching pdf text, ranking the results and exporting highlighted search results in pdf. Uses trie structure, stack, heap, page graph. Converts queries to postfix notation. Allows for logical expressions and phrases. Offers did you mean functionality.
smart-secure-home
Smart home with security. IoT. HTTPS (SSL/TLS), CSR, Certificates, Spring-boot, Angular, Drools, RabbitMQ, MongoDB, PostgreSQL.
gnn-knowledge-graph-completion
Graph Neural Network (GNN) for knowledge graph completion.
mastermind
Mastermind game with changed rules so that all possible combinations are calculated and points are adjusted accordingly. Known as "Skočko" in Serbia.
mastermind-language
Language for the mastermind game in C with Flex and Bison. C++ program is used to generate zero-byte files, and to decode them. Make tool is used to create the compiler and run replays.
SPP_MIPS_Translator
Program that translates MAVN(Higher level MIPS assembler) assembly language to MIPS 32bit assembly language. It creates zero-byte files.
gnn-polypharmacy-ddi
Graph Neural Network (GNN) Transformer for predicting drug-drug interactions (ddi, polypharmacy) from drug molecules.
gnn-recommender-system
Graph Neural Network (GNN) recommendation system made with Pytorch Geometric.
hci-projekat
Human-computer interaction project for organizing events with C# WPF, Material design, Entity Framework Core.
kts-nvt-frontend
Restaurant ordering and management application. Fully tested with unit, integration and e2e Selenium tests. Spring-boot on frontend, angular on backend.
soik-graph-visualization
Django and D3 Team project for SOIK (Design patterns and components)
web-googolplex-tx
Web application for ticket reservation with Java Spark as a backend and Vue.js frontend.
neuralink-mr-sandman
Expert rule based system for tracking inputs from neuralink chip and smart-watch in order to improve daily habits, measure sleep efficiency and improve sleep quality.
curriculum-learning-neural-networks
Curriculum learning in computer vision. CNN models are trained on the dataset, and then the dataset is split based on the difficulty.
kts-nvt-backend
Restaurant ordering and management application. Fully tested with unit, integration and e2e Selenium tests. Spring-boot on backend, Angular on frontend.
sci-paper-publishing-microservices
Microservice architecture for publishing papers. Custom implementation with Spring Boot, RabbitMQ, PostreSQL, MongoDB and RestTemplate
sci-paper-publishing-silvera
Microservice architecture for publishing scientific papers. Created with Silvera tool. Java, Spring-Boot, MongoDB, Kafka
space-missions-database
ER model for Space Missions and sql scripts that create relational database based on the model and PLSQL scripts that generate reports
xml-veb-servisi
XML and web services. Project for covid-19 immunization. Spring boot for backend, Vue on frontend.