Simple jupyter notebook which performs NN and PCA algorithms on sklearn datasets

Machine Learning exercise to create models capable of classifying candidate exoplanets from a dataset.

This project uses a hastable and the nearest neighbor algorithm to optimize a delivery route.

This is a delivery routing simulation application written in Python utilizing PyCharm to address a list of packages with deadlines, delays, dependencies, and other conflicts all needing to be delivered by deadlines and with traveling under a certain mileage threshold. The application utilizes a nearest neighbor algorithm for delivery routing.

The theme of the project is the symmetrical traveling salesman problem. The repository contains 5 optimization algorithms: Tabu Search, Hill Climbing with Multi-Start, Nearest Neighbor, Simulated Annealing and Genetic Algorithm.

Finding nearest city to a position in android using k-d trees

Testing out Christofides,Kruskal+Dfs,NearestNeighbor,Concorde to find a good answer to the TSP problem in Algeria

Nearest neighbor search in two dimension

Trabalho realizado para a disciplina Pesquisa Operacional em 2022.1. O Objetivo foi utilizar algoritmos vistos em aula em problemas NP-completos baseando-se em algum artigo da literatura.

blopmatch: Matching Estimator based on a Bilevel Optimization Problem

Image rotation and translation in C++ using Nearest neighbor interpolation

These repository contains analysis of algorithms projects.

Traveling Salesman Problem Solver using Nearest Neighbor and 2-OPT Algorithm.

Similarity between bank customers and nearest neighbors

Simple interpolation methods for fNIRS cerebral signal whose channels are located in a 2D space.

The BetterMart Collaborative-Based Recommendation System enhances the shopping experience on the BetterMart ecommerce website(developed by me). By leveraging collaborative filtering and nearest neighbor techniques, the system provides personalized product recommendations to users based on their browsing and purchase history.

Analysis of mosaic distribution for population of neurons

This is a Nearest Neighbor implementation for the Traveling Salesman Problem.