1. 08 Nov, 2020 1 commit
  2. 27 Oct, 2020 1 commit
    • Pavel Metrikov's avatar
      Add support to optimize for NDCG at a given truncation level (#3425) · ba0a1f8d
      Pavel Metrikov authored
      
      
      * Add support to optimize for NDCG at a given truncation level
      
      In order to correctly optimize for NDCG@_k_, one should exclude pairs containing both documents beyond the top-_k_ (as they don't affect NDCG@_k_ when swapped).
      
      * Update rank_objective.hpp
      
      * Apply suggestions from code review
      Co-authored-by: default avatarGuolin Ke <guolin.ke@outlook.com>
      
      * Update rank_objective.hpp
      
      remove the additional branching: get high_rank and low_rank by one "if".
      
      * Update config.h
      
      add description to lambdarank_truncation_level parameter
      
      * Update Parameters.rst
      
      * Update test_sklearn.py
      
      update expected NDCG value for a test, as it was affected by the underlying change in the algorithm
      
      * Update test_sklearn.py
      
      update NDCG@3 reference value
      
      * fix R learning-to-rank tests
      
      * Update rank_objective.hpp
      
      * Update include/LightGBM/config.h
      Co-authored-by: default avatarGuolin Ke <guolin.ke@outlook.com>
      
      * Update Parameters.rst
      Co-authored-by: default avatarGuolin Ke <guolin.ke@outlook.com>
      Co-authored-by: default avatarJames Lamb <jaylamb20@gmail.com>
      ba0a1f8d
  3. 26 Feb, 2020 1 commit
  4. 20 Feb, 2020 1 commit
  5. 02 Feb, 2020 1 commit
    • Guolin Ke's avatar
      Support both row-wise and col-wise multi-threading (#2699) · 509c2e50
      Guolin Ke authored
      
      
      * commit
      
      * fix a bug
      
      * fix bug
      
      * reset to track changes
      
      * refine the auto choose logic
      
      * sort the time stats output
      
      * fix include
      
      * change  multi_val_bin_sparse_threshold
      
      * add cmake
      
      * add _mm_malloc and _mm_free for cross platform
      
      * fix cmake bug
      
      * timer for split
      
      * try to fix cmake
      
      * fix tests
      
      * refactor DataPartition::Split
      
      * fix test
      
      * typo
      
      * formating
      
      * Revert "formating"
      
      This reverts commit 5b8de4f7fb9d975ee23701d276a66d40ee6d4222.
      
      * add document
      
      * [R-package] Added tests on use of force_col_wise and force_row_wise in training (#2719)
      
      * naming
      
      * fix gpu code
      
      * Update include/LightGBM/bin.h
      Co-Authored-By: default avatarJames Lamb <jaylamb20@gmail.com>
      
      * Update src/treelearner/ocl/histogram16.cl
      
      * test: swap compilers for CI
      
      * fix omp
      
      * not avx2
      
      * no aligned for feature histogram
      
      * Revert "refactor DataPartition::Split"
      
      This reverts commit 256e6d9641ade966a1f54da1752e998a1149b6f8.
      
      * slightly refactor data partition
      
      * reduce the memory cost
      Co-authored-by: default avatarJames Lamb <jaylamb20@gmail.com>
      Co-authored-by: default avatarNikita Titov <nekit94-08@mail.ru>
      509c2e50
  6. 16 Jan, 2020 1 commit