SeldonIO / MLServer
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
☆724Updated this week
Related projects ⓘ
Alternatives and complementary repositories for MLServer
- ☆704Updated 2 years ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,447Updated this week
- Kubeflow’s superfood for Data Scientists☆632Updated last year
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆717Updated last year
- UnionML: the easiest way to build and deploy machine learning microservices☆337Updated last year
- User documentation for KServe.☆104Updated this week
- Controller for ModelMesh☆205Updated 4 months ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆375Updated 6 months ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆383Updated 2 years ago
- MLOps Python Library☆116Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆248Updated last month
- Automated Machine Learning on Kubernetes☆1,509Updated 2 weeks ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆626Updated 3 weeks ago
- Hopsworks - Data-Intensive AI platform with a Feature Store☆1,169Updated 2 weeks ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,388Updated this week
- Model Deployment at Scale on Kubernetes 🦄️☆791Updated 6 months ago
- ClearML - Model-Serving Orchestration and Repository Solution☆137Updated 3 months ago
- Docker for Your ML/DL Models Based on OCI Artifacts☆462Updated 9 months ago
- A curated list of awesome projects and resources related to Kubeflow (a CNCF incubating project)☆194Updated this week
- A toolkit to run Ray applications on Kubernetes☆1,289Updated this week
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆449Updated 4 months ago
- aim-mlflow integration☆193Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆183Updated 7 months ago
- CDF SIG MLOps☆604Updated last week
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆203Updated 2 weeks ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆228Updated 9 months ago
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆434Updated 3 years ago
- This is suite of the hands-on training materials that shows how to scale CV, NLP, time-series forecasting workloads with Ray.☆343Updated 9 months ago
- Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3☆244Updated 6 months ago