sbalnojan / cd4ml-exampleLinks
A CD4ML Example Setup on AWS S3, GitLab with DVC
☆24Updated 3 years ago
Alternatives and similar repositories for cd4ml-example
Users that are interested in cd4ml-example are comparing it to the libraries listed below
Sorting:
- A Collection of GitHub Actions That Facilitate MLOps☆206Updated 3 years ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 5 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆15Updated 5 years ago
- Machine Learning Projects with Flytekit☆36Updated 2 years ago
- Projects developed by Domino's R&D team☆77Updated 3 years ago
- mlctl is the control plane for MLOps. It provides a CLI and a Python SDK for supporting key operations related to MLOps, such as "model t…☆25Updated 4 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆321Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆185Updated last year
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 4 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆57Updated 7 months ago
- Listens MLFlow model registry changes and deploy models based on configurations☆20Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆187Updated last year
- Code samples for the Effective Data Science Infrastructure book☆116Updated 2 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆52Updated 4 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆234Updated last year
- 🎯 kettle is a CLI tool for creating and deploying cloud functions & docker containers for machine learning☆31Updated 3 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆143Updated last year
- Get started DVC project (NLP, random forest)☆191Updated last year
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆152Updated last year
- Using Kafka-Python to illustrate a ML production pipeline☆112Updated 3 years ago
- A repository that showcases how you can use ZenML with Git☆74Updated 3 weeks ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆72Updated 8 months ago
- ☆17Updated 2 years ago
- MLOps Python Library☆121Updated 3 years ago
- ☆44Updated 3 years ago
- HiPlot fetcher for experiments logged with MLflow☆14Updated 3 years ago
- Instant search for and access to many datasets in Pyspark.☆34Updated 3 years ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 4 years ago