Frameworks on My Notes

CNTK Note - 1

Wed, 07 Dec 2016 16:56:21 +1100

Prerequisites#

You are using Windows 7 or higher version
You are using Anaconda to setup the environment

Create CNTK virtual environment#

use follow command to remove existing virtual environment#

 conda remove -n cntk --all
 conda create -n cntk

Activate virtual environment and install CNTK#

activate cntk
pip install https://cntk.ai/PythonWheel/CPU-Only/cntk-2.0rc3-cp36-cp36m-win_amd64.whl

Test CNTK#

python
>>> import cntk
>>> cntk.__version__
'2.0rc3'

Tensorflow Note - 1

Wed, 07 Dec 2016 16:56:21 +1100

TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications.

Prerequisites#

You are using Ubuntu 16
Your machine has Nvidia GPU card installed
If you are using Ubuntu 14, the installation of CUDA and cuDNN will be a bit different. Please check Google’s instructions.

Install python3 and pip3#

Please find instructions here

Install virtualenv via pip3#

pip3 install virtualenv

Create two tensorflow virtualenvs.#

mkdir ~/.envs
virtualenv --system-site-packages ~/.envs/tf ### CPU only
virtualenv --system-site-packages ~/.envs/tfgpu ### GPU enabled

Install tensorflow for different virtualenvs#

source ~/.envs/tf/bin/activate
source ~/.envs/tfgpu/bin/activate

pip3 install tensorflow ### CPU only
pip3 install tensorflow-gpu ### GPU enabled

Install CUDA and cuDNN for tensorflow-gpu#

Use following command to check you GPU information

Tensorflow Note - 2

Wed, 07 Dec 2016 16:56:21 +1100

Prerequisites#

You are using Windows 7 or higher version
You are using Anaconda to setup the environment

Install Anaconda#

Anaconda® is a package manager, an environment manager, a Python/R data science distribution, and a collection of over 1,500+ open source packages. Anaconda is free and easy to install, and it offers free community support.

Please download Anaconda from the official site

Create tensorflow virtualenv with python 3.5#

Anaconda uses python 3.6 by default. Tensorflow only supports python 3.5.

PHP Web Framework

Thu, 11 Aug 2016 11:59:31 +1100

Here we are going to explore some PHP web frameworks.

PHP development environment setup#

Install PHP 5.6.x#

Please find the instruction from home page
Composer

Linux#

Use curl -s https://getcomposer.org/installer | php -- to install composer on Linux
use ‘composer -v ’ to verify.

Windows#

Download the composer and install php on your PC
Use composer -v to verify the composer is ready.

Zend Framework#

Zend Framework 2.x is a collection of 60+ packages for professional PHP development. It can be used to develop web applications and services using PHP 5.6+, and provides 100% object-oriented code using a broad spectrum of language features.

Python Web Framework

Mon, 01 Jan 0001 00:00:00 +0000

Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design. Built by experienced developers, it takes care of much of the hassle of Web development, so you can focus on writing your app without needing to reinvent the wheel. It’s free and open source.

Install Python, pip and virtualenv#

Windows: Please find in from Home Page
Ubuntu: Please find it from Ubuntu setup
Python 3.4 (released March 2014) and Python 2.7.9 (released December 2014) ship with Pip.