aporia-ai / inferencedb
🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
☆78Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for inferencedb
- Metadata store for Production ML☆89Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆183Updated 6 months ago
- A repository that showcases how you can use ZenML with Git☆65Updated 3 months ago
- Concept drift monitoring for HA model servers.☆101Updated last year
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆104Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆248Updated last month
- DagsHub client libraries☆93Updated this week
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆205Updated 3 weeks ago
- Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊☆78Updated 2 months ago
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated last year
- MLOps Python Library☆116Updated 2 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆64Updated 6 months ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated last year
- ☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.☆45Updated 2 months ago
- BentoML Example Projects 🎨☆134Updated 2 years ago
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆290Updated 2 months ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆53Updated 2 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago
- mlctl is the control plane for MLOps. It provides a CLI and a Python SDK for supporting key operations related to MLOps, such as "model t…☆25Updated 3 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- Projects developed by Domino's R&D team☆76Updated 2 years ago
- 🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.☆142Updated this week
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆84Updated 6 months ago
- Joining the modern data stack with the modern ML stack☆193Updated last year
- Distributed skorch on Ray Train☆57Updated 2 years ago
- UnionML: the easiest way to build and deploy machine learning microservices☆337Updated last year
- real-time data + ML pipeline☆54Updated this week
- Lambda Learner is a library for iterative incremental training of a class of supervised machine learning models.☆42Updated last year
- ☆17Updated last year
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago