onepanel
mpi-operator
Our great sponsors
onepanel | mpi-operator | |
---|---|---|
4 | 1 | |
696 | 395 | |
0.0% | 1.8% | |
0.0 | 7.3 | |
about 1 year ago | 2 days ago | |
Go | Go | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
onepanel
- Onepanel - open source machine learning IDE that you can deploy in any cloud or on-premises
- Onepanel - open source alternative to AWS SageMaker you can run on any cloud or on-premises
- Onepanel – Cloud-native deep learning platform
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[P] Onepanel - latest open source release now includes browser accessible deep learning desktop, hyperparameter tuning and Python DSL for defining parallel data processing or training pipelines.
GitHub repository: https://github.com/onepanelio/onepanel Documentation: https://docs.onepanel.ai
mpi-operator
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Scaling Kubernetes to 7,500 Nodes
Hi, kube-scheduler maintainer here, currently looking into enabling MPI use cases in k8s.
We started a discussion in https://github.com/kubeflow/mpi-operator/issues/315
What are some alternatives?
horovod - Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
kube-batch - A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
fake-news - Building a fake news detector from initial ideation to model deployment
kserve - Standardized Serverless ML Inference Platform on Kubernetes
netron - Visualizer for neural network, deep learning and machine learning models
sarus - OCI-compatible engine to deploy Linux containers on HPC environments.
MetaSpore - A unified end-to-end machine intelligence platform
kubeflow - Machine Learning Toolkit for Kubernetes
skyhookml - SkyhookML is an easy-to-use web platform for computer vision.
optimism-v2 - ARCHIVE of monorepo implementing Boba, an L2 Compute solution built on Optimistic Ethereum - active repo is at https://github.com/bobanetwork/boba