Experiment tracking server focused on speed and scalability

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.

Visualise your Kedro data and machine-learning pipelines and track your experiments.

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

Python library for programatic interaction with Coretex experiment tracking and orchestration server.

A powerful and easy to use Python framework for experiment tracking and incremental computing

Assignments and Projects of mlops zoomcamp

SEML: Slurm Experiment Management Library

A web application that provides a Web GUI to the MLflow Authentication API

Automating machine learning experiment tracking with MLFlow on AWS and Dagshub.

This project applies machine learning models to predict BMI categories based on individual physical attributes, utilizing MLflow for experiment tracking and model management, with integration into DagsHub for collaborative data science workflows. It showcases the power of MLflow in enhancing model lifecycle management and reproducibility.

Experiment tracking tools example

Skin Lesion Classifier using the ISIC 2018 Task 3 Dataset.

Track model training experiments with MLflow and FiftyOne!

MLU is a modular ML toolkit resembling lodash, streamlining from data prep to deployment with chainable utility functions. It enhances ML workflows, seamlessly integrates with top frameworks, and supports efficient data handling and model evaluation. Open-source, MLU welcomes contributions to foster innovation and efficiency in the ML community.

A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀

A Clojure machine learning library

create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools

This repository contains the example of ClearML usage.