brunompacheco

brb

Belief-Rule Based systems algorithms' implementation.

deep-learning-boilerplate

Useful classes and functions for many of my deep learning projects.

deq-vdp

Deep Equilibrium Model to model a Van der Pol oscillator.

pideq

Physics-Informed Deep Equilibrium Models. With an application to the 4 tanks system.

ames-housing

Multiple linear regression on the Ames Housing dataset.

bsc-thesis

Bachelor's thesis.

part-counting

Part counting in RGBD images.

arxiv-style

A Latex style and template for paper preprints (based on NIPS style)

brunompacheco.github.io

Blog

casadi-examples

Classroom-Assignment-Presentation

computer-vision

Exercises for INE410121 - Computer Vision.

contractnet-protocol

differentiable-mpc

early-fixing-oil-production

Supervised and weakly-supervised deep learning for early fixing oil production optimization.

grafos

Atividades para disciplina de Grafos (INE5413).

HPO-benchmarking-framework

Framework for benchmarking Hyperparameter Tuning techniques for Machine Learning use cases in manufacturing

japanese-auction

Japanese auction implemented for Multi-Agent Systems (MAS).

JutulDarcy.jl

Darcy flow and reservoir simulator based on Jutul.jl

lecture-notes

mas

Exploration and exercises on Multi-Agent Systems.

milp-solution-prediction

Experiments presented as part of my master's thesis.

modelling4opt

nanosatellite-scheduling-instances

Several instances of nanosatellite task scheduling problems. Some even have solutions.

nnUNet

PySCIPOpt

Python interface for the SCIP Optimization Suite

relu-or-pwl

Evaluate neural networks with ReLU activation as an alternative for piecewise linearization in MILP.

tetris-cli

Tetris for the terminal

ufsc-beamer

Modelo para apresentações seguindo a identidade visual da UFSC.

vim-configs