mlopscommunity / engineering.labsLinks
A place to store code relevant to MLOps Community Engineering Labs
☆16Updated 4 years ago
Alternatives and similar repositories for engineering.labs
Users that are interested in engineering.labs are comparing it to the libraries listed below
Sorting:
- Kubeflow’s superfood for Data Scientists☆661Updated this week
- CDF SIG MLOps☆632Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 3 years ago
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆321Updated last year
- [WIP] Examples for the Intro to ML with Kubeflow book☆209Updated 3 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆206Updated 3 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 8 months ago
- The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in …☆382Updated 3 weeks ago
- A toolkit that streamlines and automates the generation of model cards☆441Updated 2 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated 2 years ago
- Terraform module for creating GKE clusters to run Kubeflow☆216Updated 5 years ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆671Updated 2 weeks ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆154Updated 3 weeks ago
- MLOps tutorial using Python, Docker and Kubernetes.☆408Updated last year
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆51Updated 3 years ago
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆608Updated 2 years ago
- Python SDK for building, training, and deploying ML models☆337Updated 3 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆471Updated 3 years ago
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆130Updated last year
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆234Updated last year
- ☆708Updated 3 years ago
- User documentation for KServe.☆109Updated last week
- LLMs and Machine Learning done easily☆442Updated 6 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆874Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆256Updated last year
- Library for exploring and validating machine learning data☆779Updated 7 months ago
- Unified specification for defining and executing ML workflows, making reproducibility, consistency, and governance easier across the ML p…☆94Updated last year
- Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors☆165Updated last year
- Small Google Cloud Platform examples and code snippets.☆155Updated 2 years ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆446Updated 4 years ago