Ml Infrastructure Python Packages

skypilot

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

metaflow

Build, Manage and Deploy AI/ML Systems

skypilot-nightly

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

openlayer

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

metaflow-stubs

Build, Manage and Deploy AI/ML Systems

trainy-skypilot-nightly

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

aqueduct-sdk

Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.

monai-deploy-app-sdk

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

mlinfra

A tool to deploy mlops tooling at the click of a button.

nextai-prism

Prism: An intercloud broker for the clouds

ac-scheduler

SkyPilot: Run AI on Any Infra — Unified, Faster, Cheaper. (Fork by Jason-AC)

dainik

Client library for working with NimbleBox LMAO

ktext

Pre-processing text in parallel for Keras in python.

propheto

Main python package for deploying and managing machine learning models in production

unboxapi

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

skypilot-mithril

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

kerasparalleltext

Pre-processing text in parallel for Keras in python.

metaflow-suanpan

Metaflow with suanpan plugin, based on metaflow 2.12.22

nimblebox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

openlayer-test

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈

skypilot-impala

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

skypilot-kevin

Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).

monai-app-sdk

A framework and associated tools to design, verify and analyze performance of MONAI apps