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The Top 23 Machine Learning Kubernetes Tensorflow Open Source Projects

Open source projects categorized as Machine Learning Kubernetes Tensorflow
Categories > Virtualization > Kubernetes
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Tensorflow
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
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} 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 ⭐ 3,035
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 9total releases 20most recent commit 5 days agopypi kserve} Downloads
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
Pai ⭐ 2,592
Resource scheduling and cluster management for AI
total releases 55most recent commit a year ago
Training Operator ⭐ 1,447
Distributed ML Training and Fine-Tuning on Kubernetes
dependent packages 28total releases 128most recent commit 2 days ago
Seldon Server ⭐ 1,420
Machine Learning Platform and Recommendation Engine built on Kubernetes
total releases 44most recent commit 4 years ago
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6most recent commit 3 months agopypi ovmsclient} Downloads
Nboost ⭐ 439
NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)
total releases 26most recent commit 4 years ago
Katana Skipper ⭐ 332
Simple and flexible ML workflow engine
dependent packages 2total releases 6most recent commit 7 months agonpm @katanaml/skipper-lib-js} Downloads
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
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
Hydro Serving ⭐ 248
MLOps Platform
most recent commit 2 years ago
Awesome Ai Infrastructures ⭐ 171
Infrastructures™ for Machine Learning Training/Inference in Production.
most recent commit 5 years ago
Example Seldon ⭐ 166
Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core
most recent commit 2 years ago
Kafka Ml ⭐ 131
Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
most recent commit 3 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
Mloperator ⭐ 89
Machine Learning Operator & Controller for Kubernetes
most recent commit 3 months ago
Polyaxon Examples ⭐ 65
Code for tutorials and examples
most recent commit a year ago
The 7 Most Depended On Machine Learning Kubernetes Tensorflow Open Source Projects
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
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
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
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6latest release September 18, 2023most recent commit 3 months agopypi ovmsclient} Downloads
Kubeflow ⭐ 13,364
Machine Learning Toolkit for Kubernetes
dependent packages 3total releases 64latest release November 01, 2023most recent commit 3 months ago
Katana Skipper ⭐ 332
Simple and flexible ML workflow engine
dependent packages 2total releases 6latest release December 08, 2021most recent commit 7 months agonpm @katanaml/skipper-lib-js} Downloads
The 10 Latest Releases In Machine Learning Kubernetes Tensorflow 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
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
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6latest release September 18, 2023most recent commit 3 months agopypi ovmsclient} Downloads
Hub ⭐ 8
Public reusable components for Polyaxon
total releases 1latest release October 04, 2022most recent commit 2 years ago
Katana Skipper ⭐ 332
Simple and flexible ML workflow engine
dependent packages 2total releases 6latest release December 08, 2021most recent commit 7 months agonpm @katanaml/skipper-lib-js} Downloads
Pai ⭐ 2,592
Resource scheduling and cluster management for AI
total releases 55latest release July 18, 2021most recent commit a year ago
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