FourthBrain / FastAPI-for-Machine-Learning-Live-DemoLinks
This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the FastAPI web framework, and application leverage the newly-released Stable Diffusion text-to-image deep learning model.
☆172Updated 2 years ago
Alternatives and similar repositories for FastAPI-for-Machine-Learning-Live-Demo
Users that are interested in FastAPI-for-Machine-Learning-Live-Demo are comparing it to the libraries listed below
Sorting:
- A simple guide to MLOps through ZenML and its various integrations.☆188Updated 2 years ago
- Set up your local environment to do some real Machine Learning Operations software development, just like pro MLOps practitioners.☆242Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆163Updated last month
- Demo for CI/CD in a machine learning project☆116Updated 2 years ago
- Machine Learning Engineering with Python☆187Updated last month
- An end-to-end project on customer segmentation☆83Updated 3 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆82Updated 3 years ago
- mlops template☆327Updated last year
- Demo Computer Vision Project☆65Updated 3 years ago
- Deploy ML models with FastAPI, Docker, and Heroku☆88Updated 3 years ago
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆128Updated last year
- MLOps maturity assessment☆61Updated 2 years ago
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)☆146Updated 2 years ago
- Engineering MLOps, published by Packt☆190Updated last month
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.☆422Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated 2 years ago
- Educational materials on deep learning by Weights & Biases☆657Updated last year
- Official curricula for the LLMOPs course at Duke University☆101Updated last year
- A repository for all ZenML projects that are specific production use-cases.☆302Updated last month
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆97Updated 3 years ago
- This repository will take you through creating a FastAPI StableDiffusion app (including Dockerfile) all the way to adding a new feature u…☆38Updated 3 years ago
- Demo DVC project training a classification model on tabular data☆41Updated last year
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆80Updated last year
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆135Updated last year
- Two sample projects built for the FourthBrain Generative AI Workshop☆75Updated 7 months ago
- Reference code base for ML Engineering, Manning Publications☆135Updated 4 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆49Updated 4 years ago
- ☆37Updated 3 years ago
- Machine Learning Engineering with MLflow, published by Packt☆122Updated last month
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago