gnovack / kubeflow-pipelines
This repository contains the code for the example Kubeflow Pipeline from https://towardsdatascience.com/machine-learning-pipelines-with-kubeflow-4c59ad05522
☆32Updated 4 years ago
Alternatives and similar repositories for kubeflow-pipelines:
Users that are interested in kubeflow-pipelines are comparing it to the libraries listed below
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆79Updated 2 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆101Updated 3 years ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Get started DVC project☆48Updated 7 months ago
- Machine Learning with TensorFlow Extended (TFX) Pipelines☆13Updated last year
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 3 years ago
- Slides and notebook for the workshop on serving bert models in production☆25Updated 2 years ago
- Data Science Quick Tips Repository!☆47Updated last year
- a docker image of the MLflow server component☆35Updated this week
- A simple search engine to search medium stories built with streamlit and elasticsearch.☆40Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last month
- This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.☆21Updated 3 years ago
- ☆67Updated 5 years ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago
- Reference code base for ML Engineering in Action, Manning Publications Author: Ben Wilson☆20Updated last year
- Example machine learning pipeline with MLflow and Hydra☆88Updated last year
- [WIP] Examples for the Intro to ML with Kubeflow book☆205Updated 2 years ago
- Capturing model drift and handling its response - Example webinar☆107Updated 5 years ago
- This repository contains sample code, which is used for a MLOps Workshop☆26Updated last year
- A collection of model deployment library and technique.☆72Updated 4 years ago
- A Flask API to deploy machine learning models☆19Updated 4 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago
- This repository aims to develop a step-by-step tutorial on how to build a Kubeflow Pipeline from scratch in your local machine.☆42Updated last year
- Template repo for kickstarting recipes for regression use case☆54Updated 2 months ago
- ☆64Updated last year
- End to End MLOps☆10Updated 4 years ago
- BentoML Example Projects 🎨☆137Updated last month
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆35Updated 3 years ago