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The Top 23 Machine Learning Kubernetes Open Source Projects

Open source projects categorized as Machine Learning Kubernetes
Categories > Virtualization > Kubernetes
Categories > Machine Learning > Machine Learning
Netdata ⭐ 67,808
The open-source observability platform everyone needs!
most recent commit 18 days ago
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453most recent commit 3 months agopypi jina} Downloads
Recommenders ⭐ 17,739
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit a month agopypi recommenders} Downloads
Awesome Kubernetes ⭐ 14,502
A curated list for awesome kubernetes sources 🚢🎉
most recent commit 3 months ago
Argo Workflows ⭐ 14,227
Workflow Engine for Kubernetes
dependent packages 51total releases 449most recent commit 7 days ago
Kubeflow ⭐ 13,364
Machine Learning Toolkit for Kubernetes
dependent packages 3total releases 64most recent commit 3 months ago
Computervision Recipes ⭐ 9,225
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 7 days agopypi metaflow} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119most recent commit 7 days agopypi bentoml} Downloads
Fate ⭐ 5,366
An Industrial Grade Federated Learning Framework
dependent packages 1total releases 33most recent commit 3 months agopypi fate-client} Downloads
Pixie ⭐ 5,247
Instant Kubernetes-Native Application Observability
dependent packages 1total releases 15most recent commit 8 days agopypi pxapi} Downloads
Clearml ⭐ 5,190
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
dependent packages 16total releases 143most recent commit 15 days agopypi clearml} Downloads
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266most recent commit 3 months agopypi flyteidl} Downloads
Pipeline ⭐ 4,158
PipelineAI
total releases 85most recent commit a year ago
Seldon Core ⭐ 4,078
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
dependent packages 7total releases 48most recent commit 3 months agopypi seldon-core} Downloads
Orchest ⭐ 3,876
Build data pipelines, the easy way 🛠️
total releases 19most recent commit 10 months ago
Serve ⭐ 3,844
Serve, optimize and scale PyTorch models in production
dependent packages 15total releases 22most recent commit 3 months agopypi torchserve} Downloads
Volcano ⭐ 3,577
A Cloud Native Batch System (Project under CNCF)
dependent packages 31total releases 113most recent commit 3 months ago
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} Downloads
Pipelines ⭐ 3,368
Machine Learning Pipelines for Kubeflow
dependent packages 77total releases 129most recent commit 3 months agopypi kfp} Downloads
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115most recent commit 3 months agopypi ploomber} Downloads
Ml Workspace ⭐ 3,197
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 5 months ago
Kserve ⭐ 2,719
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 9total releases 20most recent commit 3 months agopypi kserve} Downloads
The 10 Most Depended On Machine Learning Kubernetes Open Source Projects
Pipelines ⭐ 3,368
Machine Learning Pipelines for Kubeflow
dependent packages 77total releases 129latest release October 27, 2023most recent commit 3 months agopypi kfp} Downloads
Argo Workflows ⭐ 14,227
Workflow Engine for Kubernetes
dependent packages 51total releases 449latest release November 27, 2023most recent commit 7 days ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Volcano ⭐ 3,577
A Cloud Native Batch System (Project under CNCF)
dependent packages 31total releases 113latest release September 25, 2023most recent commit 3 months ago
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 7 days agopypi metaflow} Downloads
Kube Batch ⭐ 1,055
A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC
dependent packages 23total releases 5latest release February 15, 2021most recent commit a year ago
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453latest release December 01, 2023most recent commit 3 months agopypi jina} Downloads
Serve ⭐ 3,844
Serve, optimize and scale PyTorch models in production
dependent packages 15total releases 22latest release October 12, 2023most recent commit 3 months agopypi torchserve} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119latest release November 20, 2023most recent commit 7 days agopypi bentoml} Downloads
The 10 Latest Releases In Machine Learning Kubernetes Open Source Projects
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Mlrun ⭐ 1,177
Machine Learning automation and tracking
total releases 486latest release December 07, 2023most recent commit 3 months ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 7 days agopypi metaflow} Downloads
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453latest release December 01, 2023most recent commit 3 months agopypi jina} Downloads
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115latest release November 29, 2023most recent commit 3 months agopypi ploomber} Downloads
Argo Workflows ⭐ 14,227
Workflow Engine for Kubernetes
dependent packages 51total releases 449latest release November 27, 2023most recent commit 7 days ago
Clearml Agent ⭐ 219
ClearML Agent - ML-Ops made easy. ML-Ops scheduler & orchestration solution
dependent packages 1total releases 91latest release November 23, 2023most recent commit 13 days agopypi clearml-agent} Downloads
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