Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Pipeline | 4,158 | 2 years ago | 85 | July 18, 2017 | 1 | apache-2.0 | Jsonnet | |||
PipelineAI | ||||||||||
Serve | 3,844 | 15 | 4 months ago | 22 | October 12, 2023 | 332 | apache-2.0 | Java | ||
Serve, optimize and scale PyTorch models in production | ||||||||||
Ml Workspace | 3,197 | 6 months ago | 2 | apache-2.0 | Jupyter Notebook | |||||
🛠 All-in-one web-based IDE specialized for machine learning and data science. | ||||||||||
Pai | 2,592 | a year ago | 55 | July 18, 2021 | 281 | mit | JavaScript | |||
Resource scheduling and cluster management for AI | ||||||||||
K8s Device Plugin | 2,195 | 1 | 4 months ago | 48 | November 15, 2023 | 154 | apache-2.0 | Go | ||
NVIDIA device plugin for Kubernetes | ||||||||||
Training Operator | 1,447 | 28 | 19 days ago | 128 | November 01, 2023 | 67 | apache-2.0 | Go | ||
Distributed ML Training and Fine-Tuning on Kubernetes | ||||||||||
Deepops | 1,074 | 6 months ago | 5 | bsd-3-clause | Shell | |||||
Tools for building GPU clusters | ||||||||||
Gpushare Scheduler Extender | 1,056 | a year ago | 1 | November 25, 2022 | 86 | apache-2.0 | Go | |||
GPU Sharing Scheduler for Kubernetes Cluster | ||||||||||
Gpu Operator | 1,035 | 4 | 4 months ago | 23 | August 04, 2022 | 207 | apache-2.0 | Go | ||
NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes | ||||||||||
Kubernetes Gpu Guide | 714 | 6 years ago | 1 | mit | Shell | |||||
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster. |