femartip

Detection_Microfibers_APP

Application for object detection of microfibers in sludge samples extracted from residual water treatment plants.

AI-Notebooks

Jupiter notebooks implementing various AI algorithms. All using python libraries, nothing fancy.

CRF-as-RNN

Review of the paper "Conditional Random Fields as Recurrent Neural Networks" with a demo code based on their implementation.

Deep-Generative-Models

Implementation of various generative models in pytorch.

Detection-Microfibres-in-Sludge

Discrete-Algorithms

Game-Connect4

Simple game interface for Connect4 game.

Information-Retrieval

Sistem for indexing and searching news.

Mini-Project-IR

ML_Algorithms

This repository contains implementations from scratch of some machine learning algorithms.

NLP

Introduction notebooks to NLP tasks. From classification, to embeddings and transformers. All done using Pytorch.

NodeJS_Implementations

Nuclei-Segmentation

Using Deep Learning techniques for nuclei segmentation. Data extracted from Kaggle competition 2018 Data Science Bowl

PACMAN

Pacman agent for autonomous playing created in Python. Three different implementations: Search, Logic/Game Search and Reinforcement Learning.

Parallel-Programming

Paralelization solutions to some problems in C, using MPI and OMP library.

Perceptron

Perceptron implementation in Python from scratch.

Recommender-Systems

Examples of different types of recommender systems.

RobotCans

Program in CLIPS of a simple robot that interacts with the environment.

Robotics

Overview of algorithms used in robotics

TarongERP

Enterprise Resource Planning software for an agricultural cooperative.