njmarko/pharmacy-system-frontend

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njmarko/pharmacy-system-frontend

njmarko

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machine-learning-with-graphs

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

Jupyter Notebook

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

Jupyter Notebook

ga-traveling-salesman

Traveling salesman problem solved using genetic algorithm

i386-assembly-mastermind-game

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

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.

gat-or

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

Jupyter Notebook

llm-gpt-sort

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

Jupyter Notebook

ga-continuous-optimization

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

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.

tbb-matrix-multiplication

Parallel matrix multiplication using Intel TBB library

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.

SPP_MIPS_Translator

Program that translates MAVN(Higher level MIPS assembler) assembly language to MIPS 32bit assembly language. It creates zero-byte files.

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.

web-googolplex-tx

Web application for ticket reservation with Java Spark as a backend and Vue.js frontend.

njmarko

gnn-recommender-system

Graph Neural Network (GNN) recommendation system made with Pytorch Geometric.

gnn-polypharmacy-ddi

Graph Neural Network (GNN) Transformer for predicting drug-drug interactions (ddi, polypharmacy) from drug molecules.

pharmacy-system-backend

soik-graph-visualization

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

hci-projekat

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