machine-learning-apps / actions-ml-cicdLinks
A Collection of GitHub Actions That Facilitate MLOps
β206Updated 3 years ago
Alternatives and similar repositories for actions-ml-cicd
Users that are interested in actions-ml-cicd are comparing it to the libraries listed below
Sorting:
- π² A curated list of MLOps projects, tools and resourcesβ185Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...β395Updated 3 years ago
- π¬ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud stoβ¦β398Updated 11 months ago
- ML pipeline orchestration and model deployments on Kubernetes.β434Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.β470Updated 3 years ago
- MLOps Python Libraryβ120Updated 3 years ago
- End to End example integrating MLFlow and Seldon Coreβ52Updated 5 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.β210Updated 3 years ago
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β265Updated 3 years ago
- Concept drift monitoring for HA model servers.β101Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOpsβ476Updated 7 months ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.β233Updated last year
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ82Updated 3 years ago
- End to end MLRun demosβ93Updated last month
- BentoML Example Projects π¨β141Updated 11 months ago
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloudβ144Updated last year
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actionsβ51Updated 3 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one commandβ72Updated 7 months ago
- A toolkit that streamlines and automates the generation of model cardsβ441Updated 2 years ago
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β184Updated last year
- Repository for makeinga a GitHub Actions for deploying to Kubeflow.β35Updated 3 years ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β151Updated last year
- Get started DVC project (NLP, random forest)β189Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β255Updated last year
- Code samples for the Effective Data Science Infrastructure bookβ116Updated 2 years ago
- Code accompanying the "Debugging machine learning in production" talkβ30Updated 3 years ago
- β44Updated 2 years ago
- π« Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and moreβ444Updated 4 years ago
- Deploy MLflow with HTTP basic authentication using Dockerβ104Updated last month
- Joining the modern data stack with the modern ML stackβ201Updated 2 years ago