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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.

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.

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.

ga-continuous-optimization

Predmet: Nelinearno programiranje i evolutivni algoritmi Tema: Genetski algoritam, problem optimizacije kontinualnih funkcija Tri funkcije su: (Ackley, Griewank, Michalewicz )

ga-traveling-salesman

Traveling salesman problem solved using genetic algorithm

gat-or

GATor is a Graph Attention Network for object detection with relational reasoning

gnn-knowledge-graph-completion

Graph Neural Network (GNN) for knowledge graph completion.

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.

gnn-recommender-system-transformer-emb

Experiments with transformer synopsis embeddings for GNN recommender system.

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.

graph-transformer-psiml

Transformer implemented with graph attention network (GAT) layers from PyTorch Geometric

hci-projekat

Human-computer interaction project for organizing events with C# WPF, Material design, Entity Framework Core.

i386-assembly-mastermind-game

Mastermind game coded in i386 assembly language. It uses only one 32 bit register to store the combination.

i386ide

Integrated development environment for i386 assembly and C programming language

kts-nvt-backend

Restaurant ordering and management application. Fully tested with unit, integration and e2e Selenium tests. Spring-boot on backend, Angular on frontend.

kts-nvt-frontend

Restaurant ordering and management application. Fully tested with unit, integration and e2e Selenium tests. Spring-boot on frontend, angular on backend.

llm-gpt-sort

A new type of sorting algorithm. Use large language model (llm like gpt, chat-gpt or others) to sort collections.

machine-learning-with-graphs

My solutions for Stanford University course CS224W: Machine Learning with Graphs Fall 2021 colabs (GNN, GAT, GraphSAGE, GCN)

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.

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.

njmarko

pharmacy-system-backend

pharmacy-system-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

smart-secure-home

Smart home with security. IoT. HTTPS (SSL/TLS), CSR, Certificates, Spring-boot, Angular, Drools, RabbitMQ, MongoDB, PostgreSQL.

soik-graph-visualization

Django and D3 Team project for SOIK (Design patterns and components)

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