3 open source projects by PKU-DAIR

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

✭ 78

python C++Cuda c CMake shell distributed-systems data-science machine-learning deep-neural-networks deep-learning gpu autograd embeddings artificial-intelligence high-dimensional distributed-training state-of-the-art

2. open-box

Generalized and Efficient Blackbox Optimization System [SIGKDD'21].

✭ 174

python CSS HTML distributed-systems saas constrained-optimization multi-objective-optimization bayesian-optimization hyper-parameter-optimization blackbox-optimization automatic-machine-learning

3. mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

✭ 34

distributed-systems data-science machine-learning deep-learning ensemble-learning bayesian-optimization neural-architecture-search meta-learning hyper-parameter-optimization blackbox-optimization automl-algorithms automl-pipeline knobs-tuning

1-3 of 3 user projects