Installation Guide

Welcome to KiteML! This guide provides complete instructions for installing KiteML, setting up virtual environments, and managing optional dependencies.

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📋 Prerequisites

KiteML requires Python 3.10 or higher.

Requirement	Minimum Version	Recommended
Python	>= 3.10	3.10, 3.11, 3.12, 3.13
pip	>= 23.0	Latest
OS	Windows / macOS / Linux	OS Independent

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📦 PyPI Package Installation

Install the official package from PyPI:

pip install kiteml-ai

Import Namespace

The PyPI package name is kiteml-ai. In Python code, import the package as import kiteml:

import kiteml
from kiteml import train, KiteMLPipeline

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🧩 Optional Dependency Bundles

KiteML provides optional dependency extras for serving, ONNX, and experiment tracking:

FastAPI ServingONNX ExportWeights & BiasesMLflowAll Extras

pip install kiteml-ai[serving]

pip install kiteml-ai[onnx]

pip install kiteml-ai[wandb]

pip install kiteml-ai[mlflow]

pip install kiteml-ai[all]

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🔍 Verification

Verify your environment by running:

kiteml doctor