Code I Implemented

  1. GASGD (RecSys'14)
    Published:     Updated:     [Link]

    The C++ implementation of GASGD method presented in "GASGD: stochastic gradient descent for distributed asynchronous matrix completion via graph partitioning, RecSys'14". Note the authors have released their own Java simulator.

  2. CCD++ (ICDM'12)
    Published:     Updated:     [Link]

    The C++ implementation of CCD++ method presented in "Scalable coordinate descent approaches to parallel matrix factorization for recommender systems, ICDM'12". Note the authors have released their own implementation.

  3. TF (AAAI'18)
    Published:     [Link]

    The C++ implementation of the ensemble method for knowledge graph completion problem presented in "On Multi-Relational Link Prediction with Bilinear Models, AAAI'18".

  4. Maximum Inner Product Search (SIGMOD'17)
    Published:     Updated:     [Link]

    The implementation collection of several approaches for the Maximum Inner Product Search problem. It also includes our implementations for FEXIPRO (SIGMOD'17).