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RecRank

Tool for exploiting black-box recommenders for algorithm selection.

Main Components

recom.py

Executes recommendation algorithms from and outputs the recommendations list

  • Example execution: 
     python recom.py --topN_list 5 --dataset /fullPath/u.data --testSize 1000 --validSize 9000  --surprise_algo SVD --pickleSavePath /fullPath/list.pickle

rec2graph.py

Parses the output of a recommendation algorithm to a graph

  • Example execution: 
    python rec2graph.py --pickleLoadPath ./list.pickle --output ./graphs/graph.graph

distCalc.py

Calculates and visualizes the distance of recom algorithms

  • Example execution: 
    python distCalc.py --folder_paths  ./graphs/ --manual

License

This project is licensed under the terms of BSD 3-clause Clear license. by downloading this program, you commit to comply with the license as stated in the LICENSE.md file.