ml-ops topic
prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
awesome-seml
A curated list of articles that cover the software engineering best practices for building machine learning applications.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
flama
Fire up your models with the flame 🔥
actions-ml-cicd
A Collection of GitHub Actions That Facilitate MLOps
sematic
An open-source ML pipeline development platform
ml-serving-template
Serving large ml models independently and asynchronously via message queue and kv-storage for communication with other services [EXPERIMENT]
ml-deployment-on-gcloud
A pipeline to CI/CD of a machine learning model on Google Cloud Run
azure-databricks-mlops-mlflow
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
hack-your-pipe
Efficient streaming data ingestion, transformation & activation