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netflix-challenge's Introduction

This project has 4 different parts.
Each part produces a smaller RMSE value for the given data.


How to run:

ProbeAnswers.py:
python3 ProbeAnswers.py training_set probe.txt

OverallMeans.py
python3 OverallMeans.py training_set

Netflix1.py
python3 Netflix1.py probe.txt actualRatings.txt

customerMeans.py:
python3 customerMeans.py training_set

movieMeans.py:
python3 movieMeans.py training_set

Netflix2
python3 Netflix2.py probe.txt actualRatings.txt customerMeans.txt

Netflix3:
python3 Netflix3.py probe.txt actualRatings.txt movieMeans.txt

Netflix4:
python3 Netflix4.py probe.txt actualRatings.txt customerMeans.txt movieMeans.txt

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