PiePra / Realtime-MLOpsLinks
A framework of open-source technologies to design real-time machine learning systems
☆29Updated 2 years ago
Alternatives and similar repositories for Realtime-MLOps
Users that are interested in Realtime-MLOps are comparing it to the libraries listed below
Sorting:
- A repository that showcases how you can use ZenML with Git☆70Updated last month
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 11 months ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.☆86Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Metafeature Extraction for Unstructured Data☆103Updated 6 months ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆36Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆87Updated last year
- Fine-tune an LLM to perform batch inference and online serving.☆112Updated 3 months ago
- UnionML: the easiest way to build and deploy machine learning microservices☆336Updated last year
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆213Updated 11 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- End to end MLRun demos☆93Updated last month
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆144Updated last year
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of p…☆338Updated last week
- ☆87Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 8 months ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- 🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations☆45Updated 2 years ago
- Joining the modern data stack with the modern ML stack☆199Updated 2 years ago
- The repository that contains all source code for the ZenML UI.☆48Updated last week
- ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes☆294Updated 9 months ago
- MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering☆42Updated 10 months ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆472Updated 4 months ago
- Dataset registry DVC project☆81Updated last year
- A curated list of examples that use Pachyderm to accomplish various tasks.☆64Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Drift detection module for machine learning pipelines.☆25Updated 2 years ago