Antonio-Tresol

Antonio-Tresol

Config files for my GitHub profile.

convolutional-neural-network-from-scratch

A convolutional neural network with python

fangless_python_compilers

implementing transcompiler of a subset of python to c++

ML_Project_II_Image_classification

Experiments comparing ConvNext to a MLP in automatic lung x ray classification of conditions like COVID, Lung Opacity, Normal and Viral Pneumonia using pytorch and pytorch lightning.

ML_project_III_autoencoders

Using autoencoders + multilayer perceptron for plant disease classification and comparing its results against a pure convolutional neural network (ConvNext to be specific)

operating-systems-and-networks-project

In this project we make a system of servers in c++. One proxy and one lego-pieces server serve client requests for lego pieces. Developed on linux.

theory-of-computation

homeworks from theory of computation class (using python) - lexical and sintaxis analyser and some metaheuristics

vits_ensemble_cr_leaves

This repository contains the code used to run the experiments for the paper "Transformers Unidos: Eficacia De los Modelos Ensemble-ViT en Clasificación Automática de Flora Costarricense 🌿". The paper explores the effectiveness of Vision Transformers ensemble models for automatic flora classification

ci0128_23b_all_stars

Implementación de la aplicación LoCoMPro para el curso CI0128, Universidad de Costa Rica, una aplicación web para crowdsourcing de reviews de productos.

ORLib

Some Operations Research Tools in python

Antonio-Tresol/convolutional-neural-network-from-scratch

A convolutional neural network with python

Antonio-Tresol/fangless_python_compilers

implementing transcompiler of a subset of python to c++

Antonio-Tresol/operating-systems-and-networks-project

In this project we make a system of servers in c++. One proxy and one lego-pieces server serve client requests for lego pieces. Developed on linux.

Antonio-Tresol/theory-of-computation

homeworks from theory of computation class (using python) - lexical and sintaxis analyser and some metaheuristics

Antonio-Tresol/vits_ensemble_cr_leaves

This repository contains the code used to run the experiments for the paper "Transformers Unidos: Eficacia De los Modelos Ensemble-ViT en Clasificación Automática de Flora Costarricense 🌿". The paper explores the effectiveness of Vision Transformers ensemble models for automatic flora classification

Antonio-Tresol/Antonio-Tresol

Config files for my GitHub profile.

Antonio-Tresol/cpu_architecture_homework

Trying to build a risc v cpu using logisim, trying is the key idea here.

Antonio-Tresol/ML_Project_II_Image_classification

Experiments comparing ConvNext to a MLP in automatic lung x ray classification of conditions like COVID, Lung Opacity, Normal and Viral Pneumonia using pytorch and pytorch lightning.

Antonio-Tresol/ML_project_III_autoencoders

Using autoencoders + multilayer perceptron for plant disease classification and comparing its results against a pure convolutional neural network (ConvNext to be specific)

Antonio-Tresol/compilers_homework

Antonio-Tresol/from_pixels_to_diagnosis_ml_and_image_sequences

In this project, we focused on intracranial hemorrhage diagnosis using medical image sequences through state-of-the-art vision models (ViViT and ConvNeXT). We explore how effective video models can be at classifying patients based on a sequence of images.

Antonio-Tresol/hexagon_chess

Antonio-Tresol/ml_homework_updating_numpy_neural_net

Updating - A modular neural network implementation from scratch as a homework for an ML course

Antonio-Tresol/NINJA_GAME

Antonio-Tresol/operating-systems-homework

Antonio-Tresol/os-networks-individual-homework

mostly encapsulation of linux system calls

Antonio-Tresol/ParallelProgramming

Parallel Programming exercises

Antonio-Tresol/pi_monte_carlo_aproximation

Aproximating pi using montecarlo simulation

Antonio-Tresol/proyecto_1_ml

Antonio-Tresol/software_engineering_home_work