bentoml / galleryLinks
BentoML Example Projects π¨
β137Updated 5 months ago
Alternatives and similar repositories for gallery
Users that are interested in gallery are comparing it to the libraries listed below
Sorting:
- Get your MLOps (Level 1) platform started and going fast.β122Updated 2 years ago
- π² A curated list of MLOps projects, tools and resourcesβ186Updated last year
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Dockerβ103Updated 3 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.β216Updated 2 years ago
- Dataset registry DVC projectβ73Updated last year
- End to End example integrating MLFlow and Seldon Coreβ52Updated 4 years ago
- Plugin for deploying MLflow models to TorchServeβ109Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.β235Updated last year
- MLOps pipeline for NVIDIA Merlin on GKEβ41Updated 4 years ago
- Concept drift monitoring for HA model servers.β101Updated 2 years ago
- π·οΈ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.β148Updated last week
- a docker image of the MLflow server componentβ36Updated last week
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases witβ¦β47Updated 3 years ago
- β17Updated last year
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP productsβ96Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β254Updated 8 months ago
- β96Updated 2 years ago
- End to end MLRun demosβ92Updated last month
- MLOps for Vision Models (TensorFlow) from π€ Transformers with TensorFlow Extended (TFX)β115Updated 2 years ago
- Fast model deployment on AWS Lambdaβ14Updated last year
- A repository that showcases how you can use ZenML with Gitβ69Updated last month
- MLOps Python Libraryβ119Updated 3 years ago
- Management Dashboard for Torchserveβ122Updated 2 years ago
- Katana project is a FastAPI template for ASAP π ML API deploymentβ111Updated last year
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digitsβ106Updated 3 years ago
- π Stream inferences of real-time ML models in production to any data lake (Experimental)β81Updated 3 years ago
- A Collection of GitHub Actions That Facilitate MLOpsβ208Updated 2 years ago
- Deploy MLflow with HTTP basic authentication using Dockerβ104Updated 2 months ago
- ML pipeline orchestration and model deployments on Kubernetes.β435Updated last year
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.β30Updated 3 years ago