ming0070913 / example-ml-projectLinks
Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker
☆103Updated 3 years ago
Alternatives and similar repositories for example-ml-project
Users that are interested in example-ml-project are comparing it to the libraries listed below
Sorting:
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆216Updated 2 years ago
- Management Dashboard for Torchserve☆121Updated 2 years ago
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆150Updated 3 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆224Updated this week
- mkdocs + material + cool stuff☆64Updated 2 years ago
- a docker image of the MLflow server component☆36Updated last month
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆234Updated last year
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆106Updated 3 years ago
- Working example for serving a ML model using FastAPI and Celery☆75Updated 3 years ago
- 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
- BentoML Example Projects 🎨☆138Updated 4 months ago
- ☆64Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆160Updated last year
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs☆81Updated last year
- A Streamlit component integrating Label Studio Frontend in Streamlit applications☆73Updated 10 months ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆45Updated 9 months ago
- Using MLflow with a Docker Environment☆18Updated 4 years ago
- Serving PyTorch models with TorchServe☆101Updated 2 years ago
- Streamlit component for TensorBoard, TensorFlow's visualization toolkit☆40Updated 3 years ago
- Example machine learning pipeline with MLflow and Hydra☆89Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- Plugin for deploying MLflow models to TorchServe☆109Updated 2 years ago
- Get your MLOps (Level 1) platform started and going fast.☆122Updated 2 years ago
- Serving TensorFlow models with TensorFlow Serving☆44Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆86Updated 2 years ago
- Demo Computer Vision Project☆62Updated 2 years ago
- ShopME: An E2E fashion recommendation System☆20Updated 4 months ago