mlortki / machine_learning_recommender_systems

Machine Learning Project2 - Recommender Systems

Manana Lortkipanidze, Aidasadat Mousavifar, Frederike Dümbgen

Dependencies

• graphlab (v2.2)
• pyspark(v1.6.2)
• fancyimpute(v0.0.19)
• surprise(v1.0.0)

File structure

• run_*.py python executable scripts
• (other)*.py python libraries

Run.py

is included in the src folder run: python3 run.py (none of the above mentioned libraries is needed to run run.py)

Folders and files in repository:

• data: contains train and test data for different libraries and for different purposes
• literature: literature used during working on this project
• report: report latex file
• results: visualization created by different programs and libraries
• saved: saved predictions for blending and different purposes
• src: source files
• submission: various submission generating during these two weeks

Files in src:

All the .py files having run in their names are runnable python files for different purposes. All the description on how to run them and what is their purpose is contained inside of them.