jhonatanoliveira Goto Github PK

agrum_isep

A private copy of aGrUM implementing Lazy Propagation

awesome-spn

A structured list of resources about Sum-Product Networks (SPNs)

bayesball

A simulated robot soccer team for Small Size League

counting-variable-elimination-computations

A simple implementation of Variable Elimination in Bayesian networks for discrete variables

cs807-final-project

Repository for the final project of CS807

cs807-notebook

cs807-research-tasks

A repository to save the assignments of cs807

cs820-csp

Solution for Assignment 3 of CS820 in which a binary CSP instance generator and solution techniques are implemented

cs820-search-algorithms

Implementing depth first search, breath first search, and a-star for solving the 8-puzzle problem

cs820-strips-8-puzzle

This is the solution for Assignment 1 in CS820 - Artificial Intelligence. The solution proposes an implementation of the STRIPS algorithm for solving the 8-puzzle problem.

dcspns

Deep Convolutional Sum-Product Networks

dot2png

Simple automation script to pring PNG from dot files

elimination-orderings-agrum

A set of heuristics for finding good elimination orderings in aGrUM library

jhonatanoliveira.github.io

Personal website

jtex

Simple python script for automating Latex compilation in MacOS

marginal-tree-inference

Bayesian Network Inference Using Marginal Trees

numpydl

Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.

personall-website-hugo-academic

pgmpy

Python Library for Probabilistic Graphical Models

pybn

A simple python library for Bayesian Network modelling and inference

shhhie

A secret chat tool

slice-and-chop

Pretty simple SPN learning implementation

spyn

Sum-Product Network learning routines in python

sum-product-network-decompilation

Simple Python implementation for compiling Arithmetic Circuits (ACs) from Bayesian networks (BNs)

sum-product-networks

Sum-Product Networks in Python

tachyon

Core files of SPNz

variable-elimination-workbench

Learning and inspection tool for running the algebra of Variable Elimination