.dotfiles/python_tools.sh at master · calee0219/.dotfiles · GitHub

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#!/bin/bash

sudo apt-get install python3-pip python3-dev

sudo pip install --upgrade pip
sudo pip3 install --upgrade pip

# pip3
sudo pip3 install pandas
sudo pip3 install numpy
sudo pip3 install scipy
sudo pip3 install sympy
sudo pip3 install sphinx
sudo pip3 install pydot-ng
sudo pip3 install nose
sudo pip3 install pycuda
sudo pip3 install scikit-cuda
# jupyter
sudo pip3 install jupyter
sudo pip3 install ipython
sudo pip3 install ipyparallel
sudo pip3 install jupyterhub
# tensorflow
sudo pip3 install tensorflow
sudo pip3 install tensorflow-gpu
sudo pip3 install pyyaml
sudo pip3 install h5py
sudo pip3 install keras
## visualize
sudo pip3 install matplotlib
sudo pip3 install seaborn
sudo pip3 install graphviz
sudo pip3 install pygal
sudo pip3 install plotly
# pytorch
sudo pip3 install http://download.pytorch.org/whl/cu80/torch-0.1.12.post2-cp36-cp36m-linux_x86_64.whl
sudo pip3 install torchvision
# Learning
sudo pip3 isntall xgboost
sudo pip3 install sklearn
sudo pip3 install tensorflow
sudo pip3 install tensorflow-gpu
sudo pip3 install Theano
sudo pip3 install keras