Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Awesome Scalability | 50,409 | 3 months ago | 16 | mit | ||||||
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems | ||||||||||
Xgboost | 25,253 | 796 | 972 | 3 months ago | 79 | November 13, 2023 | 412 | apache-2.0 | C++ | |
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow | ||||||||||
Qix | 13,926 | 2 years ago | other | |||||||
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | ||||||||||
Petals | 8,040 | 1 | 4 months ago | 18 | November 20, 2023 | 76 | mit | Python | ||
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading | ||||||||||
Pixie | 5,247 | 1 | 11 days ago | 15 | September 29, 2022 | 254 | apache-2.0 | C++ | ||
Instant Kubernetes-Native Application Observability | ||||||||||
Awesome System For Machine Learning | 2,244 | 4 months ago | 12 | mit | ||||||
A curated list of research in machine learning systems (MLSys). Paper notes are also provided. | ||||||||||
Vearch | 1,839 | 3 months ago | 28 | February 18, 2022 | 162 | other | Go | |||
A distributed vector database for embedding-based vector retrieval | ||||||||||
Fugue | 1,821 | 23 | 3 months ago | 125 | November 09, 2023 | 34 | apache-2.0 | Python | ||
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites. | ||||||||||
Hivemind | 1,716 | 1 | 6 | 4 months ago | 27 | August 31, 2023 | 63 | mit | Python | |
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world. | ||||||||||
Pysr | 1,580 | 3 months ago | 165 | August 21, 2023 | 76 | apache-2.0 | Python | |||
High-Performance Symbolic Regression in Python and Julia |