machine-learning-apps / actions-ml-cicd
A Collection of GitHub Actions That Facilitate MLOps
β208Updated 2 years ago
Related projects β
Alternatives and complementary repositories for actions-ml-cicd
- π² A curated list of MLOps projects, tools and resourcesβ183Updated 7 months ago
- Coarse-grained lineage and tracing for machine learning pipelines.β468Updated 2 years ago
- Concept drift monitoring for HA model servers.β101Updated last year
- MLOps Python Libraryβ116Updated 2 years ago
- Joining the modern data stack with the modern ML stackβ193Updated last year
- The Fuzzy Labs guide to the universe of open source MLOpsβ449Updated 4 months 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¦β375Updated 6 months ago
- β138Updated 3 months ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β249Updated last month
- A toolkit that streamlines and automates the generation of model cardsβ426Updated last year
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)β203Updated this week
- Dataset registry DVC projectβ70Updated 6 months ago
- π·οΈ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.β142Updated last week
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β143Updated 7 months ago
- β704Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...β383Updated 2 years ago
- Template repository for data science lifecycle projectβ180Updated 4 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.β228Updated 9 months ago
- ML pipeline orchestration and model deployments on Kubernetes.β435Updated last year
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools β¦β125Updated 5 months ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one commandβ66Updated last year
- Deploy MLflow with HTTP basic authentication using Dockerβ101Updated last year
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β174Updated 4 months ago
- BentoML Example Projects π¨β134Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelinesβ53Updated 2 months ago
- Repository for makeinga a GitHub Actions for deploying to Kubeflow.β35Updated 2 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflowβ230Updated last year
- Get started DVC project (NLP, random forest)β176Updated 5 months ago
- MLOpsCommunity's reading group for _Practical MLOps_ by Noah Gift and Alfredo Dezaβ48Updated 2 years ago