algoritmos

analisis-bd

bbc-news-classification-recommender-system

In this project, we aim to classify BBC news articles into five distinct categories: business, entertainment, politics, sport, and tech. Additionally, we explore the realm of movie recommendation using the Non-negative Matrix Factorization (NMF) algorithm.

borne-disease-multiclass-classification

compiladores

Proyectos de la clase Compiladores

cripto

App for cryptography related themes(RSA, Blockchain, Image Encryption, etc.)

database-analysis

DBMS algorithms

datascience-job-salaries

EDA for Data related jobs dataset

diabetes-prediction

Diabetes prediction app using Random Forest, the app is deployed in streamlit

digitdetection-svd

Digit detection using Singular Value Decomposition

hands-on-ml-exercises

iam

Repository for Introducción al aprendizaje de maquina-Introduction to machile learning

iris-softmax-no-sklearn

Classifier Iris dataset with softmax from scratch

juanda14sa

juanda14sa.github.io

kaggle

Kaggle Competitions

maze-solver-q-learning

The Maze Game RL Agent is a Python implementation of a reinforcement learning agent that learns to navigate a maze environment using the Q-learning algorithm.

mnist

Classification problem using ML-Code based on Data Science from Scratch

pagerank

PageRank algorithm and slides

qap-instance-genetic-algorithm

Solving a QAP instance using genetic algorithms

real-estate-web-scraping-bogota

scraping-imdb

store-sales-time-series

Kaggle competitions for time series. The goal is to forecast store sales

travelling-salesman-problem

TSP with Hill Climbing, Simulated Annealing and Genetic Algorithms

videocolorpalette

Reads a video file and generates a color palette