Welcome to KLearn

KLearn is a Kubernetes-native AutoML platform that makes machine learning accessible to everyone. Upload your data, train models automatically with FLAML, and deploy to production—all on Kubernetes.

Getting Started

Quick Start

Get started with KLearn in 5 minutes

Installation

Install KLearn on your Kubernetes cluster

Concepts

Architecture

Understanding KLearn's architecture and components

How It Works

Understanding the KLearn workflow

Guides

First Experiment

Train your first model with KLearn step by step

Deploying Models

Deploy trained models for real-time predictions

Quick Links

Quick Start – Get up and running in 5 minutes
Installation – Install KLearn on your cluster
Architecture – Understand how KLearn works