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Search results for kubernetes tensorflow
kubernetes
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tensorflow
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88 search results found
Kubeflow
⭐
13,364
Machine Learning Toolkit for Kubernetes
Pipeline
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4,158
PipelineAI
Polyaxon
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3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Ml Workspace
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3,197
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Kserve
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3,035
Standardized Serverless ML Inference Platform on Kubernetes
Determined
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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.
Pai
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2,592
Resource scheduling and cluster management for AI
Training Operator
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1,447
Distributed ML Training and Fine-Tuning on Kubernetes
Seldon Server
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1,420
Machine Learning Platform and Recommendation Engine built on Kubernetes
Elasticdl
⭐
710
Kubernetes-native Deep Learning Framework
Arena
⭐
684
A CLI for Kubeflow.
Model_server
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618
A scalable inference server for models optimized with OpenVINO™
Nboost
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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)
Stock Analysis Engine
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414
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
Mpi Operator
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373
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
Katana Skipper
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332
Simple and flexible ML workflow engine
Issue Label Bot
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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"
Distributed Ml Patterns
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270
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Kubeflow Labs
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257
👩🔬 Train and Serve TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure
Hydro Serving
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248
MLOps Platform
Programming Video Tutorials
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195
视频教程:Java, 大数据,云计算,Android,Hadoop,Docker,mysql,spark,CRM,OA..
Frameworkcontroller
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173
General-Purpose Kubernetes Pod Controller
Awesome Ai Infrastructures
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171
Infrastructures™ for Machine Learning Training/Inference in Production.
Example Seldon
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166
Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core
Dcos Commons
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162
DC/OS SDK is a collection of tools, libraries, and documentation for easy integration of technologies such as Kafka, Cassandra, HDFS, Spark, and TensorFlow with DC/OS.
Hivemq Mqtt Tensorflow Kafka Realtime Iot Machine Learning Training Inference
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159
Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required
Kafka Ml
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131
Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
Machine Learning Using K8s
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121
Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS
Jetson
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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.
Kubeapps Plus
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100
KubeApps 应用商店的定制版本,通过 Web UI 方式在 Kubernetes 集群中部署和管理基于 Helm Chart 的应用程序。
Mloperator
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89
Machine Learning Operator & Controller for Kubernetes
Ml Deployment K8s Fastapi
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77
This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
Aksdeploymenttutorial
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75
Tutorial on how to deploy Deep Learning models on GPU enabled Kubernetes cluster
Tf Serving K8s Tutorial
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74
A Tutorial for Serving Tensorflow Models using Kubernetes
Polyaxon Examples
⭐
65
Code for tutorials and examples
K8s Tensorflow
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64
Aiopen
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52
AIOpen是一个按人工智能三要素(数据、算法、算力)进行AI开源项目分类的汇集项目,项目致力于跟踪
Tensorflow Kubernetes Art Classification
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50
Train a TensorFlow model on Kubernetes to recognize art culture based on the collection from the Metropolitan Museum of Art
Deploy To Kubernetes
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49
Deploy a distributed AI stack to a multi-host or single-host Kubernetes cluster on CentOS 7 and also works on AWS - and comes with: cert-manager + redis-cluster + rook-ceph for persistent storage + minio s3 object store + splunk + optional external dns server + affinity examples - validated with K8 version 1.13.4 🔨 🔧 ☁️
K8s Ml
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45
🎱 A demonstration of existing machine learning toolkits on Kubernetes
Flink On Azure
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44
Examples of Flink on Azure
Tensorflow K8s Azure
⭐
43
Train TensorFlow Models at Scale with Kubernetes and Kubeflow on Azure
Ntcore
⭐
37
Deploy and Monitor ML Model in Any Cloud
Tensorflowonk8s
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35
Charts
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33
Helm charts for creating reproducible and maintainable deployments of Polyaxon with Kubernetes.
Distributed Tensorflow On K8s
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31
Kubernetes Design Patterns And Extensions Elearning
⭐
30
Master container cluster management skills and transform the way you develop and deploy applications
Polyaxon Quick Start
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29
A quick start project for polyaxon
Visual Recognition For Cozmo With Tensorflow
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26
Visual Recognition for Anki Cozmo with TensorFlow
Tensorflow Object Detection
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25
📦 Operationalizing TensorFlow Object Detection on Azure
Vodascheduler
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23
GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster
Workshop413
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21
Kubernetes + TensorFlow Workshop
Cli
⭐
19
Polyaxon Core Client & CLI to streamline MLOps
Blue Cloud Mirror
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18
Blue Cloud Mirror - IBM Cloud Technology Showcase
Deploy Hf Tf Vision Models
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17
This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.
Distributed Gpu Tensorflow On K8s
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16
Note about run distributed GPU enabled tensorflow program on kubernetes
Max Central Repo
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15
Central Repository of Model Asset Exchange project. This repository contains information about the available models, current project status, contribution guidelines and supporting assets.
Tfx Kubeflow Pipelines
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15
Kubeflow pipelines built on top of Tensorflow TFX library
Docker Tensorflow Keras Gpu
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14
Run Tensorflow and Keras with GPU support on Kubernetes
Openfaas Tensorflow Gpu
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14
Tfs Model Status Probe
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13
A kubernetes probe which checks model status for a TensorFlow Serving model
Chopstick Serving
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12
Serving TensorFlow Models using Kubernetes and TF Serving
Deep Learning Toolkit
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11
Deep Learning Toolkit for Splunk
Text_classification_tutorial
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10
Enterprise Solution for Text Classification (using BERT)
Demo Rosa Sagemaker
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10
How to use ROSA with AWS sagemaker
Tensorforce Client
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9
TensorForce-Client: Running Parallelized Reinforcement Learning Experiments in the Cloud
Ai Containers
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9
This repository contains Dockerfiles, scripts, yaml files, Helm charts, etc. used to scale out AI containers with versions of TensorFlow and PyTorch that have been optimized for Intel platforms. Scaling is done with python, Docker, kubernetes, kubeflow, cnvrg.io, Helm, and other container orchestration frameworks for use in the cloud and on-premise
Tensorflow Object Detection App
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8
Dockerized TensorFlow Object Detection web app
Hub
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8
Public reusable components for Polyaxon
Tf Spawner
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8
TF-Spawner is an experimental tool for running TensorFlow distributed training on Kubernetes clusters.
Schemas
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7
Schema definitions and validation for Polyaxon.
Tfx Nvidia Gpu
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7
Tensorflow TFX container image with NVIDIA drivers
Tensorflow
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7
My working example of tensorflow on Kubernetes
Lightex
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7
A Flexible, Modular ML Experiment Framework
Got Image Classification
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7
Demo: End to end Machine Learning on Kubernetes
Rpizero_smart_camera2
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7
Smart security camera with Raspberry Pi Zero and TensorFlow Serving
Kicking It With Kubernetes
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6
Microservices with Golang and Kubernetes
Cloud Tensorflow
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6
Scalable service to run TensorFlow in cloud platform
Kubeflow Ksonnet
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6
Fashion Mnist Using Ffdl
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6
Train your Fashion MNIST model with FfDL on Kubernetes with GPU
Tensorflow Demo Notebooks
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6
Building and deploying a TensorFlow MNIST digit classifier on Kubernetes with Seldon
Tensorsets
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6
Manage TensorFlow training clusters in Kubernetes
Qtensorflow
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6
👾 𝗾𝘂𝗮𝗻𝘁𝘂𝗺 𝘁𝗲𝗻𝘀𝗼𝗿𝗳𝗹𝗼𝘄 𝗺𝗮𝗰𝗵𝗶𝗻𝗲 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗱𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 𝗶𝗻 𝗸𝟴𝘀
Visual Recognition Tensorflow Openwhisk
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5
Visual Recognition with TensorFlow and OpenWhisk
Tensorflow Intel Interview
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5
Intel的面试
Mlops_with_kubeflow
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5
Hands-on labs on deploying machine learning models with tf-serving and KServe
Marblerun Tensorflow Demo
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5
Privacy preserving machine learning demo using TensorFlow, running as an sgx-enclave with Gramine, orchestrated by MarbleRun
Hack Mnist Katib
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5
利用 Katib 在 Kubernetes 上进行分布式 TF 训练调超参 gaocegege/tf-dist-mnist-test:1.2
Awesome Mlops Course Outline
⭐
5
Awesome MLOps Course Outline
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