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The Top 23 Kubernetes Data Science Open Source Projects

Open source projects categorized as Kubernetes Data Science
Categories > Data Processing > Data Science
Categories > Virtualization > Kubernetes
Recommenders ⭐ 17,972
Best Practices on Recommendation Systems
dependent packages 2total releases 11most recent commit 3 days agopypi recommenders} Downloads
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 17 days agopypi metaflow} Downloads
Pachyderm ⭐ 6,035
Data-Centric Pipelines and Data Versioning
dependent packages 1total releases 613most 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 266most recent commit 3 months agopypi flyteidl} Downloads
Orchest ⭐ 3,876
Build data pipelines, the easy way 🛠️
total releases 19most recent commit a year 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
Determined ⭐ 2,715
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
dependent packages 1total releases 221most recent commit 3 months ago
Metarank ⭐ 1,949
A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
most recent commit 3 months ago
Diffgram ⭐ 1,772
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
most recent commit 3 months ago
Enterprise ⭐ 1,568
🦄 The Enterprise™ programming language
most recent commit a year ago
Mlrun ⭐ 1,177
Machine Learning automation and tracking
total releases 486most recent commit 3 months ago
Optscale ⭐ 854
MLOps and FinOps platform to run ML/AI experiments and regular cloud workloads with optimal performance and cost.
most recent commit 3 months ago
Aqueduct ⭐ 482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
dependent packages 2total releases 48most recent commit a year agopypi aqueduct-sdk} Downloads
Everything Tech ⭐ 372
A collection of online resources to help you on your Tech journey.
most recent commit 2 years ago
Primehub ⭐ 367
open-source MLOps platform
most recent commit 4 months ago
Bodywork Core ⭐ 358
ML pipeline orchestration and model deployments on Kubernetes, made really easy.
total releases 62most recent commit 2 years ago
Issue Label Bot ⭐ 313
Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"
most recent commit 2 years ago
Onyxia ⭐ 295
🔬 Data science environment for k8s
most recent commit a month ago
Terraform Provider Iterative ⭐ 286
☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes
most recent commit 6 months ago
The 10 Most Depended On Kubernetes Data Science 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
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 17 days agopypi metaflow} Downloads
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
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
Aqueduct ⭐ 482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
dependent packages 2total releases 48latest release June 07, 2023most recent commit a year agopypi aqueduct-sdk} Downloads
Recommenders ⭐ 17,972
Best Practices on Recommendation Systems
dependent packages 2total releases 11latest release April 01, 2022most recent commit 3 days agopypi recommenders} Downloads
Pachyderm ⭐ 6,035
Data-Centric Pipelines and Data Versioning
dependent packages 1total releases 613latest release December 04, 2023most recent commit 3 months ago
Nuclio Jupyter ⭐ 80
Nuclio Function Automation for Python and Jupyter
dependent packages 1total releases 73latest release October 22, 2023most recent commit 4 months agopypi nuclio-jupyter} Downloads
The 10 Latest Releases In Kubernetes Data Science 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 17 days agopypi metaflow} Downloads
Pachyderm ⭐ 6,035
Data-Centric Pipelines and Data Versioning
dependent packages 1total releases 613latest release December 04, 2023most recent commit 3 months ago
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
Pipelines ⭐ 3,368
Machine Learning Pipelines for Kubeflow
dependent packages 77total releases 129latest release October 27, 2023most recent commit 3 months agopypi kfp} Downloads
Nuclio Jupyter ⭐ 80
Nuclio Function Automation for Python and Jupyter
dependent packages 1total releases 73latest release October 22, 2023most recent commit 4 months agopypi nuclio-jupyter} Downloads
Aqueduct ⭐ 482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
dependent packages 2total releases 48latest release June 07, 2023most recent commit a year agopypi aqueduct-sdk} Downloads
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