fbarth Goto Github PK

followers: 93.0 following: 3.0 repos: 51.0 gists: 2.0

Name: Fabrício J. Barth

Type: User

Company: Insper - https://www.insper.edu.br/

Bio: Full time professor at Insper Institute of Education and Research

Twitter: fbarth

Location: São Paulo - Brasil

Blog: http://fbarth.net.br

Hi, I'm Fabricio Barth 👋

🔭 Today, my main interest is focused on how to build autonomous systems using machine learning and artificial intelligence concepts and tools in a large scale.
🌱 In my projects, you will see many examples of supervised and unsupervised learning, including reinforcement learning. The new implementations are in Python, but the old ones are in R.
🤘 There are also generic things, like the implementation of search algorithms.
I'm trying to keep all the projects organized. However, this is a little hard. So, be prepared! There are a lot of them which are not organized! Some of them have README files and so on. Also, there are a lot of documents in Portuguese because I'm from Brazil.

Artificial Intelligence (AI) and Reinforcement Learning (RL) projects

🧠 Are you interested in AI or RL? Maybe, those projects below will be helpful to you!

Undergraduate AI subject: Insper/ia_bcc
A library to help you learn AI: Insper/ai_gym
Undergraduate RL subject: Insper/rl

Fabrício J. Barth's Projects

ai-course

Code related to Intelligent Agents, Solving Problem by Searching, Informed Search Methods, Game Playing and Reinforcement Learning.

ars

Tutorial sobre análise de redes sociais com R

dev-aberto

Repositório para a disciplina Desenvolvimento Aberto - INSPER

ds-saint-paul

Material utilizado no curso de Data Science do programa Leading Digital Reinvention (LDR) da Saint Paul

Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper