Programming Collective Intelligence
Lately I have been reading the amazing book "Programming Collective Intelligence" book by Toby Segaran
Its a fascinating book if you are trying to understand Machine Learning Algorithms using Python from the scratch.
I have been playing with the code so I am publishing to my git account code examples that I have used from the book.
For the moment I have posted code in one big recommendations.py file algorithms for
user-based and item-based filtering
using
- Euclidean Distance
- Pearson Approach
- Tanimoto
- Cosine Similarity
You can simple download or clone repo. Afterwards just run python recommendations.py
Please enjoy
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