Adriel Martins's Projects
An autoML framework & toolkit for machine learning on graphs.
Locations clustering proof-of-concept test task
An app to visualise, map and predict crime. It is a Proof of Concept for future web applications. Data is from the City of São Paulo.
Deep Learning reproducible examples with Python scripts and Juypter Notebooks. Mainly focused on the use of Pytorch.
Desafio proposto pela empresa Oncase para migrar de área internamente de Engenharia de Dados para Ciência de Dados.
R Package In-Development for Spatial Regression (Kriging) with Non-Euclidean Distances.
Evolutionary Architecture Search for Graph Neural Networks (GNN)
Collection of codes to automate or speed-up the process of git-related operations.
Personal Assistant for Linux and macOS
Template for displaying and testing the marketplace feature for the Jarvis project.
Python package that crawls your LinkedIn news feed. There are also features to create a PDF with a weekly summary of your chosen most important topic.
My blog site!
Implementation in Python the MFN method to measure complexity & entropy in time-series.
Assignments from UFPR's course "Introduction to Mobile Robotics".
Download weather data from all around the word with the PERSIANN database.
Python package that consists mainly of wrappers for Data Engineering tasks.
Simple library to solve Traveling Salesperson Problems with pure Python code
Project to use Python with the frameworks of Scrapy and Selenium to perform webscrapping on some geek sites.
Project to recognize user's voice through Deep Learning with Python with the LibriSpeech data.
Statistical Analysis of Satellite Images.
A Shiny app in R to democratise the more in-depth risk-aware quantitative study of price stocks.
Genetic Algorithm Optimization for the Index-Tracking problem.
Python Package that implements meta-heuristics in order to solve the Travelling Salesman Problem (TSP).