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machile-learning

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SDN networks (Software Defined Networking ) are exposed to new security threats and attacks, especially Distributed Denial of Service (DDoS) attacks. For this aim, we have proposed a model able to detect and mitigate attacks automatically in SDN networks using Machine Learning (ML)

  • Updated Aug 20, 2024
  • Python

Proyecto de entrenamiento de modelos de IA con aprendizaje por refuerzo (reinforcement learning) en Unity. Corresponde al trabajo práctico grupal de la materia INTELIGENCIA ARTIFICIAL (9525) de la Facultad de Ingeniería de la Universidad de Buenos Aires. Link a la demo (el comportamiento de los agentes puede verse afectado de forma negativa):

  • Updated Jun 29, 2023
  • C#

Real-Estate Price Predictor is a machine learning project developed to assist users in estimating the price of real estate properties based on various features such as location, size, amenities, etc. The project utilizes supervised learning algorithms to train models on historical real-estate data and predicts prices for new properties.

  • Updated Mar 13, 2024
  • Jupyter Notebook

This project focuses on detecting Diabetic Retinopathy (DR) from retinal images using machine learning models. The goal is to classify images based on the severity of DR using deep learning techniques. This project uses models like ResNewt50, VGG16, InceptionV3.

  • Updated Sep 23, 2024
  • Jupyter Notebook

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