使ってる実装関連

CTR Estimation

BARS

Paper / BarsCTR: Open Benchmarking for Click-Through Rate Prediction
Current CTR benchmark sources
Github
Github Private: https://github.com/Hiroki11x/BAR_CTR — private repository; public audit returned 404 (checked 2026-09-30)

Setup

Download Libs for Dependency

wget https://github.com/xue-pai/FuxiCTR/archive/refs/tags/v1.2.2.tar.gz
tar -zxvf v1.2.2.tar.gz

Download Dataset
- Documents / Criteo Dataset

Image Classification / SAM - AutoTune / Calibration - Hessian

Github / Private

https://github.com/Hiroki11x/SAM_Calibration — private repository; public audit returned 404 (checked 2026-09-30)

Optimal Transport / Domain Adaptation

Github / Private

https://github.com/Hiroki11x/Empirical_OT_Study — private repository; public audit returned 404 (checked 2026-09-30)

Out-of-Distribution Generalization

Github DomainBed / Private

https://github.com/MLHPC/DomainBed — private repository; public audit returned 404 (checked 2026-09-30)

Github WILDS / Private

https://github.com/MLHPC/WILDS — private repository; public audit returned 404 (checked 2026-09-30)

Tool

Github pytorch_dnn_arsenal / Private

https://github.com/MLHPC/pytorch_dnn_arsenal — private repository; public audit returned 404 (checked 2026-09-30)

Github pytorch_infomatrix / Private

https://github.com/MLHPC/pytorch_infomatrix — private repository; public audit returned 404 (checked 2026-09-30)