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

openlayer

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

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).

metaflow-stubs

Build, Manage and Deploy AI/ML Systems

nbox

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

trainy-skypilot-nightly

SkyPilot: An intercloud broker for the clouds

aqueduct-sdk

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

aphex-ml

hardware-aware ml deployment optimization and recommendation framework

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.

ktext

Utilities for preprocessing text for deep learning with Keras

kerasparalleltext

Pre-processing text in parallel for Keras in python.

mlinfra

deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single command

ac-scheduler

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

nextai-prism

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).

dainik

Client library for working with NimbleBox LMAO

skypilot-mithril

SkyPilot: Run AI on Any Infra — Unified, Faster, Cheaper.

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. 📈

metal-guard

GPU safety layer for MLX on Apple Silicon — prevents kernel panics from Metal driver bugs, includes community-curated KNOWN_PANIC_MODELS registry

nimblebox

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

metaflow-suanpan

Metaflow with suanpan plugin, based on metaflow 2.12.22

openlayer-test

The official Python library for the openlayer API

skypilot-im

SkyPilot: An intercloud broker for the clouds