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Ml Infrastructure Python Packages

Python packages with the GitHub topic ml-infrastructure. Sorted by monthly downloads, with stars and forks.
skypilot-org
skypilot

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

1.3M 11K 1K
Netflix
metaflow

Build, Manage and Deploy AI/ML Systems

465K 10K 1K
openlayer-ai
openlayer

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

174K 18 2
skypilot-org
skypilot-nightly

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

108K 11K 1K
Netflix
metaflow-stubs

Build, Manage and Deploy AI/ML Systems

65K 10K 1K
skypilot-org
trainy-skypilot-nightly

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

17K 11K 1K
NimbleBoxAI
nbox

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

3K 87 12
aqueducthq
aqueduct-sdk

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

1K 518 20
Project-MONAI
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.

773 141 71
mlinfra-io
mlinfra

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

455 115 18
skypilot-org
nextai-prism

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

445 11K 1K
skypilot-org
ac-scheduler

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

430 11K 1K
hamelsmu
ktext

Utilities for preprocessing text for deep learning with Keras

266 180 29
NimbleBoxAI
dainik

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

230 87 12
skypilot-org
skypilot-mithril

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

206 11K 1K
unboxai
unboxapi

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

195 18 2
ray-singh
aphex-ml

hardware-aware ml deployment optimization and recommendation framework

193 1 0
Propheto-io
propheto

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

164 3 1
hamelsmu
kerasparalleltext

Utilities for preprocessing text for deep learning with Keras

127 180 29
openlayer-ai
openlayer-test

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

87 18 2
NimbleBoxAI
nimblebox

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

77 87 12
Harperbot
metal-guard

Defensive layer for mlx / mlx-lm / mlx-vlm on Apple Silicon. Prevents IOGPUFamily kernel panics, SIGABRT, and Mac reboots from MLX inference. Includes a community-curated registry of known-panic models (KNOWN_PANIC_MODELS) with hardware contexts, root-cause hypotheses, and verified workarounds.

58 13 0
skypilot-org
skypilot-impala

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

56 11K 1K
Netflix
metaflow-suanpan

Build, Manage and Deploy AI/ML Systems

55 10K 1K
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    • Sources & methodology