GitHub topics: kubeflow-pipelines
kubeflow/pipelines
Machine Learning Pipelines for Kubeflow
Language: Python - Size: 327 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 3,845 - Forks: 1,737
igopalakrishna/colorectal-cancer-prediction
Full-stack MLOps pipeline for predicting colorectal cancer patient survival using Gradient Boosting, Kubeflow Pipelines, MLflow, and Flask. Designed for hospitals, researchers, and real-world healthcare applications.
Language: Jupyter Notebook - Size: 6.58 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0
elyra-ai/pipeline-editor
Common pipeline-editor components used in different clients (e.g. Elyra application, Web browser extensions, etc)
Language: TypeScript - Size: 2.11 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 31 - Forks: 22
elyra-ai/elyra
Elyra extends JupyterLab with an AI centric approach.
Language: Python - Size: 115 MB - Last synced at: 10 days ago - Pushed at: 17 days ago - Stars: 1,926 - Forks: 353
kubeflow-kale/kale
Kubeflow’s superfood for Data Scientists
Language: Python - Size: 25.5 MB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 633 - Forks: 126
Ark-kun/pipeline_components
Components that I have created for Kubeflow Pipelines. Try them in https://cloud-pipelines.net/pipeline-editor/
Language: Python - Size: 965 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 14 - Forks: 4
getindata/kedro-kubeflow
Kedro Plugin to support running workflows on Kubeflow Pipelines
Language: Python - Size: 1.91 MB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 54 - Forks: 21
Cloud-Pipelines/pipeline-editor
Cloud Pipelines Editor is a web app that allows the users to build and run Machine Learning pipelines without having to set up development environment.
Language: TypeScript - Size: 12.4 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 60 - Forks: 11
canonical/pipelines-rocks
ROCKs for Kubeflow Pipelines
Language: Python - Size: 140 KB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 8
joseprsm/rexify
🦖 Streamlined Recommender Systems with TensorFlow and KubeFlow
Language: Python - Size: 478 KB - Last synced at: 25 days ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 2
terrytangyuan/awesome-kubeflow
A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)
Size: 173 KB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 209 - Forks: 17
IBM/KubeflowDojo 📦
Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo
Language: Jupyter Notebook - Size: 105 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 136 - Forks: 61
google/vertex-pipelines-boilerplate
Boilerplate code for setting up a Kubeflow pipeline to run in Cloud Vertex AI Pipelines.
Language: Python - Size: 88.9 KB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 3
akinwilson/kmlflow
Integrated, scalable and fault-tolerant ML engineering, research and operations platform for personal, production or decentralised use.
Language: Python - Size: 8.85 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0
ploomber/soopervisor 📦
☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.
Language: Python - Size: 961 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 45 - Forks: 20
sayakpaul/CI-CD-for-Model-Training
This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.
Language: Jupyter Notebook - Size: 716 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 21 - Forks: 6
0M1J/kubeflow-GNN
GNN training in kubeflow.
Language: Python - Size: 702 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 4
SRP4214/DeToxify
Introducing DeToxify – the ultimate toxicity buster. Armed with NLP superpowers, it sniffs out harmful comments, neutralizes negativity, and rewrites toxicity into pure class. Think of it as Jarvis for your online spaces—making the internet a kinder, smarter place, one comment at a time.
Language: Jupyter Notebook - Size: 9.25 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
jerife/MLOps-on-kubernetes
MLOps Implementing "Brain Computer Interface" on Kubernetes
Language: Python - Size: 52.7 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 2
martynas-subonis/ml-workflows
Guide on how to structure and implement machine learning pipelines.
Language: Python - Size: 923 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
dpoulopoulos/bert-qa-finetuning
Fine-tuning BERT on the SQuAD dataset for Question-Answering tasks
Language: Jupyter Notebook - Size: 3.24 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
cyrielladriere/mlops-project
End-to-end MLOps project in GCP. Trains and evaluates BERT transformer model to classify news articles into news categories.
Language: Python - Size: 25.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
nandesh553/awesome-kubeflow
Everything to get industrial kubeflow applications running in production
Size: 11.7 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 3 - Forks: 1
ferneutron/mlops
This repository contains a use case tailored to an MLOps framework using Kubeflow Pipelines hosted on GCP as the cloud provider and GitHub Actions as the CICD flow orchestrator.
Language: Python - Size: 651 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
haoxins/argo-kubeflow Fork of argoflow/argoflow-gcp 📦
Deploying Kubeflow with Argo CD
Language: YAML - Size: 9.02 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 2
WDGPH/workflow-WTISEN
Automatically retrieve and process data from Public Health Ontario's (PHO) Water Testing Information System Electronic Notification (WTISEN)
Language: Python - Size: 20.5 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
haoxins/jupyter-notebooks
The custom JupyterLab notebook images for Kubeflow
Language: Dockerfile - Size: 553 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 2
WDGPH/workflow-WSI
Containerized data retrieval from the Ontario Wastewater Surveillance Initiative (WSI) Data and Visualization Hub
Language: R - Size: 11.7 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
SamuelMarks/workflow-schemata
An exploration of various popular workflow tools from a schema level (in TOML & serde)
Language: Rust - Size: 24.4 KB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
GoogleCloudPlatform/kubeflow-gke-docs
Documentation for Kubeflow on Google Cloud
Language: Python - Size: 60.1 MB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 12
lsjsj92/kubeflow_example
kubeflow example
Language: Python - Size: 42 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 19 - Forks: 10
CODAIT/flight-delay-notebooks
Analyzing flight delay and weather data using Elyra, IBM Data Asset Exchange, Kubeflow Pipelines and KFServing
Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 6
kf5i/k3ai 📦
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.
Language: PowerShell - Size: 19.4 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 101 - Forks: 10
luotigerlsx/kubeflow-pipeline-fantasy
Tutorials, Examples about Kubeflow Pipeline.
Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 6
SaschaHeyer/Named-Entity-Recognition
Contains a Keras Bi-LSTM for Named Entity Recognition (This example demonstrates how you can use Kubeflow to train and deploy a Keras model with a custom prediction routine).
Language: Python - Size: 192 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0
felix-exel/kubeflow-pipeline
Kubeflow Pipeline along with MLflow Tracking on a time series forecasting example.
Language: Jupyter Notebook - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 3
kbakande/mlops-platform
Demonstrate the use of ops tools to automate ML workflow
Language: Jupyter Notebook - Size: 406 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
deployKF/kubeflow-pipelines-gitops
example of using GitOps with Kubeflow Pipelines from deployKF
Language: Python - Size: 72.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0
dvdbisong/kubeflow-for-poets
Kubeflow for Poets: A Guide to Containerization of the Machine Learning Production Pipeline
Language: Python - Size: 8.07 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 13 - Forks: 17
oldthreefeng/pipelines
kubeflow pipeline images sync to aliyun
Language: Python - Size: 43.9 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
mickqian/Remixer
A neural net based on VAE and diffusion, that generates the audio from predefined genres.
Language: Jupyter Notebook - Size: 864 KB - Last synced at: 2 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
difince/vml-2023
Language: Jupyter Notebook - Size: 61.5 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
kubeflow/kfp-tekton-backend 📦
Experimental project plugging Tekton yaml behind KFP API and UI engine
Language: TypeScript - Size: 4.96 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 7
MRYingLEE/MLOps-Jupyter-Templates 📦
Some collected and improved Jupyter Notebook Templates for MLOps, mainly for Kubeflow pipelines on GCP Vertex AI platform and Tensorflow Extended pipelines.
Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 2
Nannakaroliina/kubeflow-pipeline-demo
Kubeflow pipeline demo for MLOps purposes
Language: Python - Size: 1.07 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1
SaschaHeyer/Machine-Learning-Training
Contains jupyter notebooks, presentations and examples for Keras, Google AI Platform and Kubeflow.
Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 5
argoflow/argoflow-gcp 📦
Argoflow-GCP has been superseded by deployKF
Language: YAML - Size: 9.03 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 8
datarootsio/terraform-provider-kubeflowpipelines
Terraform provider for Kubeflow pipelines API
Language: Go - Size: 154 KB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 2
SharathHebbar/Kubeflow-pipeline-iris
Iris classification using Random Forest Classifier demonstrating kubeflow pipelines
Language: Jupyter Notebook - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
reda-maizate/5iabd-mlops-course Fork of Solene2012/esgi-tp-model-train
Repo for the MLOps course @ESGI
Language: Jupyter Notebook - Size: 42 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
ivanokhotnikov/claim_veracity
Training and inference code for the claim veracity checker built on Longformer-4096 tuned to PUBHEALTH
Language: Python - Size: 353 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
ivanokhotnikov/test_rig_local_training
Local training, tuning, experimentation on the test rig data
Language: Python - Size: 79.1 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
GithubRealFan/kubeflow-pipelines-standalone Fork of Techn0logic/kubeflow-pipelines-standalone
A Helm chart containing Kubeflow Pipelines as a standalone service.
Size: 38.1 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0
jbw/cookiecutter-kubeflow-component-moved Fork of audreyfeldroy/cookiecutter-pypackage 📦
Moved to https://github.com/jbw/cookiecutter-kubeflow-component
Language: Python - Size: 536 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
Techn0logic/kubeflow-pipelines-standalone
A Helm chart containing Kubeflow Pipelines as a standalone service.
Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 1
fdasilva59/Pix2Pix-Kubeflow-Demo
My Pix2Pix implementation used for a Kubeflow Pipelines demo at Google Next 2019
Language: Jupyter Notebook - Size: 6.71 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 1
FernandoLpz/Kubeflow_Pipelines
This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.
Language: Python - Size: 215 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 37 - Forks: 38
kubeflow-kale/jupyterlab-kubeflow-kale 📦
JupyterLab extension to provide a Kubeflow specific left area for Notebooks deployment
Language: TypeScript - Size: 1.27 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 17 - Forks: 12
elyra-ai/kfp-notebook 📦
This repository is no longer maintained.
Language: Python - Size: 525 KB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 25 - Forks: 20
sbakiu/kubeflow-spark
Orchestrate Spark Jobs from Kubeflow Pipelines and poll for the status.
Language: Python - Size: 48.8 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 39 - Forks: 10
sbakiu/ml-kf-pipeline
In this repo it is show how to build and deploy a simple pipeline using Kubernetes, Kubeflow pipelines and seldon-core.
Language: Python - Size: 2.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1
e2fyi/kubeflow-aws
Kustomize manifest to deploy kubeflow pipelines in AWS
Language: Shell - Size: 62.5 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 9
manceps/fashion-mnist-kfp-lab
A notebook showing how to easily convert a current notebook you have to a notebook that can be run on Kubeflow Pipelines.
Language: Jupyter Notebook - Size: 291 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 22
data-max-hq/dog-breed-classification-ml
Serve contanerized machine learning models in microservice architecture with seldon-core or Tensorflow Serving
Language: Python - Size: 4.83 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
lajd/local_kubeflow
Local Kubeflow/KFP deployments and examples pipelines
Language: Python - Size: 27.3 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
Akashdesarda/KFP-Passing--Parameter
Passing Passing a variable(which can be used as parameter) generated from first container to next container to be used as parameter.
Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
martin-fabbri/e2e-ml-pipelines
Building end-to-end production grade machine learning pipelines.
Language: Jupyter Notebook - Size: 630 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2
AlexandreBrown/KubeflowPipelineMNIST
Kubeflow Pipeline sample that uses custom docker image with private python code inside the image as base image for the pipeline components.
Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
NbnbZero/kubeflow_test
对kubeflow任务抽象的调研过程中实现的选择器：用户可选本地运行或者将任务compile成yaml文件运行于kubeflow dashboard
Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1
e2fyi/kfx
Extensions to kubeflow pipeline sdk.
Language: Python - Size: 135 KB - Last synced at: 27 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1
george-j-zhu/kubeflowpipeline-sparkoperator-integration
This repository shows how to use kubeflow pipeline with spark-operator.
Language: Jupyter Notebook - Size: 197 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
dpanigra/solutions
Cloud Solutions for machine learning and operation.
Language: Scala - Size: 238 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
shashankumar2812/ODSC-EAST-2019
The repository contains workshop material learned during the ODSC-EAST-2019 in Boston.
Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
