Experiment Tracking Python Packages

kedro-viz

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

kedro

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

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.

mlrun-pipelines-kfp-common

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.

mlrun-pipelines-kfp-v1-8

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.

agi-env

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-node

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-cluster

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-core

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agilab

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-gui

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

rapidfireai

RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning

fasttrackml

Experiment tracking server focused on speed and scalability

layer

Metadata store for Production ML

coretex

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

agi-apps

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

pymlens

Lightweight ML experiment tracker — log, compare and visualize your ML experiments locally

agi-app-mission-decision

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-app-flight-telemetry

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-app-weather-forecast

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-app-uav-relay-queue

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-app-polars-execution

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-app-pandas-execution

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

agi-app-global-dag

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.