Term Similarity using Machine Learning

What is the project all about?

Using Machine learning methods to find similar terms using their context
Useful in many situations such as automatic tagging using contexts

Results

# Suppose you have to find the similar terms for the word 'machine learning'
# Then run the following command
$python3 find_word_similarity.py 'machine learning'

# Output would be

   distance                     name
0  0.000000         Machine Learning
1  0.000000         machine learning
2  1.213289                 software
3  1.213289                 Software
4  1.216590  Artificial Intelligence
5  1.216590  artificial intelligence
6  1.219796     predictive analytics
7  1.224047         data & analytics
8  1.224047           data analytics
9  1.241769       big data analytics

# As we can see in the above output 'machine learning' is closely related to
# terms or words as 'big data' and 'artificial intelligence'

Source Code: Github