DAIM Lab
Data Analytics and Information Management (DAIM) Lab @ Peking University. This account has expired and replaced by https://github.com/PKU-DAIR.
BeiJing
Pinned Repositories
autotf
Automatic machine learning toolkit for TensorFlow
cuWide
CuWide : Towards Efficient Flow-based Training for Sparse Wide Models on GPUs [TKDE 2020]
fast-mibo
Het
Partial-Reduce
Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce [SIGMOD 2021]
Reading_Group
DMALab's reading group slides and papers.
simrank
An Experimental Evaluation of SimRank-based Similarity Search Algorithms [VLDB17]
soln-ml
A research framework for fast prototyping of automl algorithms.
Sys-TM
TSplit
DAIM Lab's Repositories
DMALab/Reading_Group
DMALab's reading group slides and papers.
DMALab/autotf
Automatic machine learning toolkit for TensorFlow
DMALab/cuWide
CuWide : Towards Efficient Flow-based Training for Sparse Wide Models on GPUs [TKDE 2020]
DMALab/Partial-Reduce
Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce [SIGMOD 2021]
DMALab/fast-mibo
DMALab/Het
DMALab/HybridLDA
Single machine version of LDA*
DMALab/open-box
Generalized and Efficient Blackbox Optimization System.
DMALab/simrank
An Experimental Evaluation of SimRank-based Similarity Search Algorithms [VLDB17]
DMALab/soln-ml
A research framework for fast prototyping of automl algorithms.
DMALab/Sys-TM
DMALab/TSplit