supriya-gdptl

To add Latex code in HTML website, there are two ways,

1. Simple way to add Latex code is using HTML image tag(for more info visit codecogs):

<img src="http://latex.codecogs.com/gif.latex?1+sin(x)" border="0"/>

2. Using MathJax CDN:

supriya-gdptl

Links to blogs that explain how attention mechanism works in Computer Vision and Natural Language Processing tasks.

1. Attention Mechanism by Heuritech Le Blog

2. Visual Attention Model in Deep Learning by Tristan

3. Attention and Menory in Deep LEarning and NLP: wildml post by Denny Britz

4. Attention in Convolutional Neural Nets by Dan Vatterott

supriya-gdptl

# To generate synthetic graphs with communitites and finding these communitites uing Girvan-Newman algorithm
'''
installation steps:
 1) pip install networkx
 2) pip install python-louvain
 3) pip install community
'''
import networkx as nx
import matplotlib.pyplot as plt
%matplotlib inline

supriya-gdptl

pip show tensorflow
pip uninstall tensorflow

# Tensorflow 1.4 works only with Python 3.5
# to install downgrade Python 3.6 to Python 3.5 in Anaconda
conda install python=3.5
# now install tensorflow 1.4
sudo apt-get install python3-pip python3-dev
pip install tensorflow