IsmoilovMuhriddin / IRIS-data-model-service
Service for machine learning model prediction in Flask, celery
☆24Updated 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
- Guide on creating an API for serving your ML model☆65Updated 2 years ago
- Machine Learning model training & scalable deployment with Flask, Nginx & Gunicorn wrapped in a Docker Container☆21Updated 2 years ago
- A simple template of a Python API (web-service) for real-time Machine Learning predictions, using scikitlearn-like models, Flask and Dock…☆17Updated 4 years ago
- ☆18Updated 3 years ago
- Kafka variant of the MLOps Level 1 stack☆24Updated 2 years ago
- Machine Learning with Time Series data☆20Updated 5 years ago
- Example to implement machine learning microservice with gRPC and Docker in Python☆83Updated 3 years ago
- This repository contains the code used in the video tutorial-"elasticsearch in python"☆33Updated 5 years ago
- Using Kafka-Python to illustrate a ML production pipeline☆109Updated 2 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! …☆76Updated 5 years ago
- Example deployment of a Flask API using Prometheus and Grafana for metrics and monitoring. All tied together using docker-compose.☆19Updated 4 years ago
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆111Updated 11 months ago
- ☆65Updated 5 years ago
- In this repo I show how to simple create an API for your machine learning models in Python☆12Updated 6 years ago
- Simple alert system implemented in Kafka and Python☆95Updated 6 years ago
- Pyspark in Google Colab: A simple machine learning (Linear Regression) model☆36Updated 5 years ago
- PyConDE & PyData Berlin 2019 Airflow Workshop: Airflow for machine learning pipelines.☆46Updated last year
- Code demonstrating a simple Machine Learning model abstract base class and its uses.☆14Updated last year
- Collection of presentation of my work on various platforms and meetups☆22Updated 5 years ago
- A code-based tutorial for production level data streaming with PySpark plus Optimus for data cleaning, Confluent Kafka, & Apache Drill u…☆26Updated 5 years ago
- A tutorial to create python based prediction web app☆30Updated 4 years ago
- ☆16Updated 4 years ago
- 🚨 Simple, self-contained fraud detection system built with Apache Kafka and Python☆84Updated 5 years ago
- Music Recommendations with Collaborative Filtering and Cosine Distance☆38Updated 8 years ago
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆149Updated 2 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆119Updated last year
- sample code for tech blog post "Porting Flask to FastAPI for ML Model Serving"☆29Updated last year
- How to do data science with Optimus, Spark and Python.☆19Updated 5 years ago
- Creating a Streaming Pipeline for user log data in Google Cloud Platform☆22Updated 5 years ago
- Deep Learning with Apache Spark and Deep Cognition☆59Updated 6 years ago