Popular GitHub Repositories for Mlflow Projects

Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

This repository provides an example of dataset preprocessing, GBRT (Gradient Boosted Regression Tree) model training and evaluation, model tuning and finally model serving (REST API) in a containerized environment using MLflow tracking, projects and models modules.

PyData BSB code exploring and demonstrating the MLFlow projects functionality and how to used for experiment and run tracking.

The MLflow TensorFlow Guide is an educational project. This project demonstrates how to build, train, and manage a TensorFlow machine learning model using MLflow, a powerful open-source platform for the end-to-end machine learning lifecycle.

MLFLow project for collecting data for the issue tag suggester model

Auto MLFlow is an open-source automated MLOps library for MLFlow in Python. While MLFlow provides a UI for tracking experiments, Auto MLFlow automates and simplifies the logging process, reducing manual effort and ensuring seamless integration with ML workflows.

ML Flow Experiments