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
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆79Updated 2 years ago
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 3 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆101Updated 3 years ago
- [WIP] Examples for the Intro to ML with Kubeflow book☆204Updated 2 years ago
- Time Series Forecasting for the M5 Competition☆41Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 3 weeks ago
- Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deploym…☆60Updated last year
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆26Updated 2 years ago
- Slides and notebook for the workshop on serving bert models in production☆25Updated 2 years ago
- Multi-Class Classification | Transfer Learning With PySpark☆14Updated 5 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago
- Data Science Quick Tips Repository!☆47Updated 11 months ago
- Get started DVC project☆48Updated 6 months ago
- ☆16Updated 4 years ago
- Zero Shot Image Classification but more, Supports Multilingual labelling and a variety of CNN based models for a vision backbone by using…☆47Updated 2 years ago
- ☆31Updated 4 years ago
- Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI☆22Updated 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
- a docker image of the MLflow server component☆35Updated last week
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- ☆16Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- ☆21Updated last year
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆149Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆80Updated 2 years ago
- Variational deep autoencoder to predict churn customer☆28Updated 6 years ago
- Load Testing ML Microservices for Robustness and Scalability☆14Updated 2 years ago
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated last year
- ☆66Updated 5 years ago