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aoc2020-julia

My solutions written in Julia for the Advent of Code 2020.

biocomp

Coding activities proposed on the Biologia Computacional (Computational Biology) course.

bioinformatics-ml

Research in Machine Learning applied to Bioinformatics, specifically focused on Ensemble Feature Selection techniques for discovering stable biomarkers.

bioselector

A machine learning powered application for candidate biomarkers discovery.

cache-memory-mapping

Simple cache memory mapper built to help understanding this concept.

compilers

A simple compiler made from sctratch using lex & yacc.

currency-converter

curso-ml

Material utilizado no Curso Introdutório de Machine Learning com enfoque prático em redes neurais artificiais MLP.

efs-assembler

A Python package for building and testing ensemble feature selection structures with scientific validated methods and an extensible architecture, allowing user-defined feature selection and aggregation algorithms both in Pyhton and R.

gat-cancer-staging

Graph Attention Network for cancer staging classification.

gec-api

Grammatical error correction API

genetic-means

Genetic Algorithm with K-Means for selecting relevant genes to classify between ALL and AML leukemia types out of a gene expression dataset.

graph-omics

A solution for multi-omics cancer data integration with a graph oriented database.

hydro-ml

Research in Machine Learning applied to flow forecasting, where the focus lies on the usage of RNN models.

ihc-android-tarefas

ivy

The Unified Machine Learning Framework

kuncheva-index

A simple implementation of the Kuncheva Index stability measure.

mlp

Multilayer perceptron neural network implemented from scratch.

mobile-appdev-cs50

CS50's Mobile App Development with React Native course, available on edX.

pos-presenca

A Flutter application for PPGC-like programs to help in the students attendence management.

scatter-plot-petdata

sentimaster

A sentiment analysis project for a competition-based hiring process.

urs-core

whatsapp-nlp

LSTM model for WhatsApp natural language processing given exported conversation .txt file.