spisok/ml repository overview

⁠sklearn 기반 data-science용, 머신러닝용입니다.(주교재 : 권철민 저 (파이썬 머신러닝 완벽 가이드))

⁠http://github.com/spisokgit/mlp⁠

⁠base: juptyer/scipy-notebook ( jupyter/mini-notebook <- jupyter/base-notebook(ubuntu, miniconda))

⁠https://jupyter-docker-stacks.readthedocs.io/en/latest/index.html⁠

⁠tag : lgbm

• apt-get install \ fonts-nanum-coding
• pip install \ graphviz
• conda install -c conda-forge \ xgboost lightgbm imbalanced-learn

⁠tag : visual

• https://tecadmin.net/setup-selenium-chromedriver-on-ubuntu⁠
• https://hanmaruj.tistory.com/3⁠
• https://beomi.github.io/2016/12/27/Django-TDD-Study-01-Setting-DevEnviron⁠

< selenium, chrome driver >

• sudo pip install beautifulsoup4
• sudo pip install selenium
• sudo apt-get install default-jdk
• sudo curl -sS -o - https://dl-ssl.google.com/linux/linux_signing_key.pub⁠ | apt-key add
• sudo echo "deb [arch=amd64] http://dl.google.com/linux/chrome/deb/⁠ stable main" >> /etc/apt/sources.list.d/google-chrome.list
• sudo apt-get -y update
• sudo apt-get -y install google-chrome-stable
• wget https://chromedriver.storage.googleapis.com/2.41/chromedriver_linux64.zip⁠
• unzip chromedriver_linux64.zip
• sudo mv chromedriver /usr/bin/chromedriver
• sudo chown root:root /usr/bin/chromedriver
• sudo chmod +x /usr/bin/chromedriver
• wget https://selenium-release.storage.googleapis.com/3.13/selenium-server-standalone-3.13.0.jar⁠
• wget http://www.java2s.com/Code/JarDownload/testng/testng-6.8.7.jar.zip⁠
• unzip testng-6.8.7.jar.zip
• xvfb-run java -Dwebdriver.chrome.driver=/usr/bin/chromedriver -jar selenium-server-standalone.jar
• sudo xvfb-run java -Dwebdriver.chrome.driver=/usr/bin/chromedriver -jar selenium-server-standalone.jar
• chromedriver --url-base=/wd/hub
• ls -la /usr/bin/chromedriver
• sudo pip install xlrd
• sudo apt-get install xvfb
• sudo pip install pyvirtualdisplay
• sudo pip install lxml

< 자연어 처리관련 >

• conda install -c conda-forge nltk

⁠tag : surprise

• ( sudo apt-get install g++ )
• (sudo apt-get install python3-dev)
• pip install konlpy
• bash <(curl -s https://raw.githubusercontent.com/konlpy/konlpy/master/scripts/mecab.sh⁠) # for mecab
• conda install -c conda-forge scikit-surprise