Python Packages Installations

Different methods for installing packages in python

Python2 (Windows):

pip install numpy 
pip install pandas 
pip install matplotlib 
pip install drawnow
pip install sklearn 
pip install urllib3 
pip install requests 
pip install Pillow 
pip install bs4 
pip install django 
pip install django-cors-headers 
pip install django-rest_framework 
pip install python-dateutil
pip install paho-mqtt 
pip install virtualenv 
pip install simplejson
pip install opencv-contrib-python     (Version: 3.4.0)
pip install scipy
pip install patsy
pip install statsmodels
pip install pep8
pip install clarifai===2.1.0
pip install flask
pip install flask-sqlalchemy
pip install celery==3.1.0
pip install sqlalchemy
pip install gmplot
pip install xlrd
pip install pylint

Unofficial Windows Binaries for Python Extension Packages: https://www.lfd.uci.edu/~gohlke/pythonlibs/#mysqlclient

Anaconda2 (Windows):

conda install -c menpo opencv          (Version: 2.4.11)
conda install progressbar

# Tensorflow Installation
conda create -n tensorflow pip python=3.5      # Creates a conda virtualenv with python3 
pip install --ignore-installed --upgrade tensorflow    (Version: 1.7.0)
conda install -c menpo opencv                          (Version: 3.3.1)
# Note: In windows, Tensorflow can only be installed with Python3

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Python2 (Linux):

sudo pip install tensorflow
sudo apt-get install protobuf-compiler python-pil python-lxmlsudo 
sudo pip install pillow
sudo pip install lxml
sudo pip install matplotlib
protoc object_detection/protos/*.proto --python_out=.
export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim
sudo pip install opencv-python
sudo apt-get install -y python-dev libmysqlclient-dev && sudo pip install mysqlclient
sudo pip install flask
sudo pip install flask-uploads --upgrade

Python3 (Linux):

sudo pip3 install opencv-python       (Version: 3.4.0)
sudo pip3 install sklearn

Anaconda2 (Linux):

 # Add conda to python2 path:
export PATH=~/anaconda2/bin:$PATH

conda install -c dhaneshr opencv     (Version: 2.4.11)
conda install progressbar
conda install simplejson

Anaconda3 (Linux)

# Add conda to python2 path:
export PATH=~/anaconda3/bin:$PATH

# Tensorflow Installation:
conda create -n tensorflow1 pip
source activate tensorflow1
pip install --ignore-installed --upgrade tensorflow-gpu
pip install --ignore-installed --upgrade tensorflow

conda install -c anaconda protobuf
pip install pillow
pip install lxml
pip install jupyter
pip install matplotlib
pip install pandas
pip install opencv-python

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Python2 (RPi):

sudo apt-get install python-opencv       (Version 2.4.9)

Python3 (RPi):

 # Tensorflow
 wget http://ci.tensorflow.org/view/Nightly/job/nightly-pi-python3/39/artifact/output-artifacts/tensorflow-1.4.0-cp34-none-any.whl
 sudo pip3 install ./tensorflow-1.4.0-cp34-none-any.whl       (Version: 1.4.0)
 
 sudo pip3 install matplotlib
 sudo apt-get install python3-cairo
 
 # Opencv3 on Python3
 http://www.life2coding.com/install-opencv-3-4-0-python-3-raspberry-pi-3/