IsmoilovMuhriddin / IRIS-data-model-serviceLinks
Service for machine learning model prediction in Flask, celery
☆25Updated 6 years ago
Alternatives and similar repositories for IRIS-data-model-service
Users that are interested in IRIS-data-model-service are comparing it to the libraries listed below
Sorting:
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 3 years ago
- Guide on creating an API for serving your ML model☆66Updated 3 years ago
- PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.☆47Updated last year
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆112Updated 2 years ago
- Example to implement machine learning microservice with gRPC and Docker in Python☆83Updated 3 years ago
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆112Updated last year
- ☆18Updated 3 years ago
- Simple alert system implemented in Kafka and Python☆97Updated 7 years ago
- 🚨 Simple, self-contained fraud detection system built with Apache Kafka and Python☆88Updated 6 years ago
- 'Deploying machine learning models with a Flask API' tutorial, written for HyperionDev☆65Updated 3 years ago
- Code demonstrating a simple Machine Learning model abstract base class and its uses.☆14Updated 2 years ago
- Repo for all my code on the articles I post on medium☆107Updated 2 years ago
- Notes on Flask REST API and tutorial☆148Updated 6 years ago
- Sentiment Analysis of a Twitter Topic with Spark Structured Streaming☆55Updated 6 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- Machine Learning model training & scalable deployment with Flask, Nginx & Gunicorn wrapped in a Docker Container☆21Updated 3 years ago
- Just a boilerplate for PySpark and Flask☆35Updated 7 years ago
- gathers Python stack for DevOps, these are usually my basic templates use for my implementations, so, feel free to use it and evolve it! …☆77Updated 6 years ago
- Example deployment of a Flask API using Prometheus and Grafana for metrics and monitoring. All tied together using docker-compose.☆19Updated 5 years ago
- Kafka variant of the MLOps Level 1 stack☆25Updated 3 years ago
- A code-based tutorial for production level data streaming with PySpark plus Optimus for data cleaning, Confluent Kafka, & Apache Drill u…☆26Updated 6 years ago
- PoC with FastAPI and Celery to ML inference☆90Updated 2 years ago
- sample code for tech blog post "Porting Flask to FastAPI for ML Model Serving"☆28Updated 2 years ago
- deploying an ML model to Heroku with FastAPI☆51Updated last year
- Code samples and other materials for presentations by Bespoke tech team members☆82Updated 3 years ago
- Working example for serving a ML model using FastAPI and Celery☆75Updated 3 years ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this four p…☆39Updated 4 years ago
- Using Luigi to create a Machine Learning Pipeline using the Rossman Sales data from Kaggle☆33Updated 9 years ago
- Dockerize and deploy machine learning model as REST API using Flask☆78Updated 2 years ago