Popular GitHub Repositories for Prefect

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Tools for using Langchain with Prefect

An introductory project to streamline the machine learning pipeline using Prefect and Discord Notifications, from data ingestion to model saving

Maternal Health Risk prediction MLOps pipeline

Learn to build a modular real-time feature pipeline, so you avoid Offline-Online Feature Skew, and your deployed ML models work as expected.

MLOps for deploying a Credit Risk model

A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.

MLflow and Prefect with docker-compose

MLOps Paris Housing Price Prediction.

Example of how to build machine learning training workflow on AWS by Prefect

Final Project of the MLOps Zoomcamp hosted by DataTalksClub.

An educational project to build an end-to-end pipline for near real-time and batch processing of data further used for visualisation and a machine learning model.

This project implements a RAG (Retrieval-Augmented Generation) application to answer questions about phenotypes using biological and genomic data. The pipeline integrates information retrieval with response generation via language models (LLM), facilitating accurate analysis of phenotypic data.

Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.

This project aims to develop a natural language interface (NLI) for Prefect workflows using generative AI (GenAI). The prefect agent will analyze user input, determine the appropriate Prefect flow to execute, and trigger the flow with the necessary parameters.

这个链接指向Python包管理工具PyPI上的一个项目页面，该项目名为'mcp-prefect'，版本为0.1.0。页面提供该项目的详细信息，包括项目描述、安装方法、依赖项、以及其他相关信息。简单来说，这是一个名为'mcp-prefect'的Python库的版本发布信息页面。

MLOps Zoomcamp hosted by DataTalksClub.

MLOps Car Prices Prediction

This system is designed to monitor and analyze public data related to Thammasat University using real-time web scraping and NLP techniques.