schmidtbri / task-queue-ml-model-deployment
Deploying an ML Model in a Task Queue
☆11Updated 8 months ago
Alternatives and similar repositories for task-queue-ml-model-deployment:
Users that are interested in task-queue-ml-model-deployment are comparing it to the libraries listed below
- Working example for serving a ML model using FastAPI and Celery☆75Updated 3 years ago
- Kafka variant of the MLOps Level 1 stack☆24Updated 2 years ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a mic…☆11Updated last year
- Evaluating the condition of a vehicle☆46Updated 2 years ago
- Code demonstrating a simple Machine Learning model abstract base class and its uses.☆14Updated last year
- A simple search engine to search medium stories built with streamlit and elasticsearch.☆40Updated 3 years ago
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆150Updated 3 years ago
- Get your MLOps (Level 1) platform started and going fast.☆121Updated 2 years ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆44Updated 7 months ago
- Using AWS Lambda with Docker to deploy a deep learning model☆23Updated 4 years ago
- PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.☆47Updated last year
- This repository about how to deploy machine learning model end serving with FastAPI and using MLFlow-MINIO☆19Updated last year
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆52Updated 2 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 3 years ago
- This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python…☆47Updated 2 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆69Updated 3 weeks ago
- ☆12Updated 3 years ago
- Template for data pipelines, ML workflows, API dev and monitoring☆45Updated last year
- Deploying Iris Classifications with FastAPI☆20Updated 3 years ago
- A FastAPI CLI & Streamlit App wrapper for Excel files... create APIs from Excel data files within seconds☆70Updated last year
- Public source code for the Batch Processing with Apache Beam (Python) online course☆18Updated 4 years ago
- ☆30Updated 3 years ago
- ☆43Updated 2 years ago
- This Repository contains the material for my tutorial "Managing the end-to-end machine learning lifecycle with MLFlow" at pyData/pyCon Be…☆39Updated last year
- style transfer web app [FastAPI + streamlit + Docker]☆123Updated last year
- using Redis for data science and data engineering☆16Updated 5 years ago
- Example of real-time time-series data streaming from Python/FastAPI application using WebSockets☆42Updated last year
- End to End example integrating MLFlow and Seldon Core☆51Updated 4 years ago
- Collection of PoCs and Azure Demos☆72Updated 8 months ago