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The Top 23 Machine Learning Kubernetes Kubeflow Open Source Projects

Open source projects categorized as Machine Learning Kubernetes Kubeflow
Categories > Kubeflow
Categories > Virtualization > Kubernetes
Categories > Machine Learning > Machine Learning
Kubeflow ⭐ 13,364
Machine Learning Toolkit for Kubernetes
dependent packages 3total releases 64most recent commit 3 months ago
Pipeline ⭐ 4,158
PipelineAI
total releases 85most recent commit a year ago
Pipelines ⭐ 3,368
Machine Learning Pipelines for Kubeflow
dependent packages 77total releases 129most recent commit 3 months agopypi kfp} Downloads
Kserve ⭐ 3,035
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 9total releases 20most recent commit 5 days agopypi kserve} Downloads
Training Operator ⭐ 1,447
Distributed ML Training and Fine-Tuning on Kubernetes
dependent packages 28total releases 128most recent commit 2 days ago
Couler ⭐ 847
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
most recent commit 6 months ago
Data On Eks ⭐ 439
DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS
most recent commit 3 months ago
Distributed Ml Patterns ⭐ 270
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
most recent commit 3 months ago
Kubeflow Labs ⭐ 257
👩‍🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure
most recent commit 4 years ago
Deploykf ⭐ 186
deployKF builds world-class data and machine learning platforms on any Kubernetes cluster, in any cloud or environment.
most recent commit 3 months ago
Awesome Kubeflow ⭐ 169
A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)
most recent commit 4 months ago
Example Seldon ⭐ 166
Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core
most recent commit 2 years ago
Raptor ⭐ 136
Transform your pythonic research to an artifact that engineers can deploy easily.
total releases 22most recent commit 6 months ago
Machine Learning Using K8s ⭐ 121
Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
most recent commit 5 years ago
Jetson ⭐ 103
Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.
most recent commit 4 years ago
K3ai ⭐ 95
K3ai is a lightweight, fully automated, AI infrastructure-in-a-box solution that allows anyone to experiment quickly with Kubeflow pipelines. K3ai is perfect for anything from Edge to laptops.
most recent commit 2 years ago
Polyaxon Examples ⭐ 65
Code for tutorials and examples
most recent commit a year ago
Awesome Ai Kubernetes ⭐ 62
❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc
most recent commit 6 years ago
Code Intelligence ⭐ 55
ML-Powered Developer Tools, using Kubeflow
most recent commit 2 years ago
K8s Ml ⭐ 45
🎱 A demonstration of existing machine learning toolkits on Kubernetes
most recent commit 5 years ago
Soopervisor ⭐ 42
☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.
total releases 25most recent commit 3 months ago
Sak Kubeflow ⭐ 36
🚀 Deploy Kubeflow on AWS EKS with Terraform 🤖
most recent commit 3 years ago
Fairing ⭐ 31
👩‍🔬[Experimental] Easily train and serve ML models on Kubernetes, directly from your python code.
most recent commit 5 years ago
The 4 Most Depended On Machine Learning Kubernetes Kubeflow 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
Training Operator ⭐ 1,447
Distributed ML Training and Fine-Tuning on Kubernetes
dependent packages 28total releases 128latest release November 01, 2023most recent commit 2 days ago
Kserve ⭐ 3,035
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 9total releases 20latest release November 17, 2023most recent commit 5 days agopypi kserve} Downloads
Kubeflow ⭐ 13,364
Machine Learning Toolkit for Kubernetes
dependent packages 3total releases 64latest release November 01, 2023most recent commit 3 months ago
The 7 Latest Releases In Machine Learning Kubernetes Kubeflow Open Source Projects
Kserve ⭐ 3,035
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 9total releases 20latest release November 17, 2023most recent commit 5 days agopypi kserve} Downloads
Training Operator ⭐ 1,447
Distributed ML Training and Fine-Tuning on Kubernetes
dependent packages 28total releases 128latest release November 01, 2023most recent commit 2 days ago
Kubeflow ⭐ 13,364
Machine Learning Toolkit for Kubernetes
dependent packages 3total releases 64latest release November 01, 2023most recent commit 3 months ago
Pipelines ⭐ 3,368
Machine Learning Pipelines for Kubeflow
dependent packages 77total releases 129latest release October 27, 2023most recent commit 3 months agopypi kfp} Downloads
Raptor ⭐ 136
Transform your pythonic research to an artifact that engineers can deploy easily.
total releases 22latest release February 15, 2023most recent commit 6 months ago
Soopervisor ⭐ 42
☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.
total releases 25latest release June 09, 2022most recent commit 3 months ago
Pipeline ⭐ 4,158
PipelineAI
total releases 85latest release July 18, 2017most recent commit a year ago
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