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fdmartins

Criando Ambiente Virtual Python3.6 e macOS Catalina. Estamos focando na versão 3.6.5_1 pois, até inicio de 2020, é a melhor versão compativel com opencv, keras, tensorflow e outras bibliotecas de machine learning.

Verifique as versões atuais

brew info python

Instalar Python 3.6.5

Caso o comando acime não tenha a versão 3.6.5, instale executando:

brew unlink python

brew install --ignore-dependencies https://raw.githubusercontent.com/Homebrew/homebrew-core/f2a764ef944b1080be64bd88dca9a1d80130c558/Formula/python.rb

brew switch python 3.6.5_1

execute o comando abaixo para ver se a versão do python3 é a que você precisa:

python3 --version

python 3.6.5_1

To install virtualenv via pip run:

pip3 install virtualenv

Se aparece erros como:'SSLError("Can't connect to HTTPS URL because the SSL module is not available.", sera necessario executar o comando abaixo e repetir todo processo de insalação acima.

brew update && brew upgrade
brew uninstall --ignore-dependencies openssl
brew install https://github.com/tebelorg/Tump/releases/download/v1.0.0/openssl.rb
Usage

Creation of virtualenv. Aqui usamos o nome machinelearning.

virtualenv -p python3 ~/.virtualenvs/machinelearning

Activate the virtualenv:

workon machinelearning

Verique se a versão do python dentro do ambiente virtual esta correta.

python --version

Para sair do virtualenv:

deactivate

Instalar Jupyter Notebook

pip install jupyterlab
Executar Jupyter Notebook
jupyter notebook

Fabio's Projects

bbb-face-recognizer icon bbb-face-recognizer

Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time.

bovespa-winner icon bovespa-winner

Repository dedicated to apply on the brazilian stock market the strategies developed by the most successfull investors.

breezyslam icon breezyslam

Simple, efficient, open-source package for Simultaneous Localization and Mapping

cordova-launch-review icon cordova-launch-review

Cordova/Phonegap plugin for iOS and Android to assist in leaving user reviews/ratings in the App Stores

darwin icon darwin

Evolutionary Algorithms Framework

deep-reinforcement-learning-algorithms icon deep-reinforcement-learning-algorithms

31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

f1tenth_ws icon f1tenth_ws

A repository for autonomous racing written in ROS2, designed for the F1TENTH platform. Code can run both in the physical car, as well as simulation with custom launch files.

ftir-python-tools icon ftir-python-tools

A collection of scripts for the purpose of processing and extracting information from fourier transform infrared spectra.

gfpgan icon gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

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