Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by PKU-DAIR
A curated list of projects in awesome lists by PKU-DAIR .
https://github.com/PKU-DAIR/open-box
Generalized and Efficient Blackbox Optimization System
automatic-machine-learning bayesian-optimization blackbox-optimization constrained-optimization distributed-systems hyper-parameter-optimization multi-objective-optimization saas
Last synced: 01 Aug 2024
https://github.com/PKU-DAIR/Hetu
A high-performance distributed deep learning system targeting large-scale and automated distributed training.
artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art
Last synced: 31 Jul 2024
https://github.com/PKU-DAIR/SGL
A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
deep-learning geometric-deep-learning graph-neural-networks network-embedding neural-architecture-search pytorch scalable-graph-learning
Last synced: 08 Aug 2024
https://github.com/PKU-DAIR/GNN-in-RS
GNN in Recommendation System (ACM Computing Surveys 2022)
Last synced: 08 Aug 2024
https://github.com/PKU-DAIR/mindware
An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
automl-algorithms automl-pipeline bayesian-optimization blackbox-optimization data-science deep-learning distributed-systems ensemble-learning hyper-parameter-optimization knobs-tuning machine-learning meta-learning neural-architecture-search python
Last synced: 03 Aug 2024
https://github.com/PKU-DAIR/2021_AIAC_Task2_1st
QQ浏览器2021AI算法大赛赛道二 第1名 方案. Rank 1st solution to QQ Browser 2021 AI Algorithm Competition (CIKM AnalytiCup 2021) Track 2 Automated Hyperparameter Optimization.
Last synced: 08 Aug 2024