noronha-dataops/noronha
DataOps framework for Machine Learning projects.
This framework helps data scientists and machine learning engineers manage their machine learning projects throughout their lifecycle. It takes your notebooks, datasets, and trained models and organizes them into a structured, versioned system. This allows you to easily track, reproduce, and deploy your models, turning raw assets into a managed, production-ready ML architecture.
No commits in the last 6 months.
Use this if you are a data scientist or ML engineer struggling to organize and deploy your machine learning models in a reproducible and scalable way.
Not ideal if you are looking for a simple model training library and do not need lifecycle management or deployment orchestration.
Stars
62
Forks
10
Language
Python
License
Apache-2.0
Category
Last pushed
May 04, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/mlops/noronha-dataops/noronha"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
apache/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
mlrun/mlrun
MLRun is an open source MLOps platform for quickly building and managing continuous ML...
clearml/clearml
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data...
argoproj-labs/hera
Hera makes Python code easy to orchestrate on Argo Workflows through native Python integrations....
argoproj/argo-workflows
Workflow Engine for Kubernetes