Model Deployment Python Packages

synapseml

Simple and Distributed Machine Learning

openlayer

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

nbox

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

canary-ml

Drift and anomaly detection for production ML models

geti-sdk

Software Development Kit (SDK) for the Geti™ platform for Computer Vision AI model training.

fastdeploy

Deploy DL/ ML inference pipelines with minimal extra code.

cleanlab-studio

Client interface to Cleanlab Studio

skyulf-core

Build and ship production ML pipelines faster: a pipeline library with an optional self-hosted visual layer for modular, reproducible workflows, local testing, and experiment tracking.

fedml

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

busysloths-mlox

Deploy and manage ML/AI infrastructure on your own servers. Slothfully simple.

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.

tungstenkit

ML container made simple

modzy-sdk

Modzy's Python SDK queries and deploys models, submits inference jobs and returns results directly to your editor.

funmodel

机器学习模型工具包 - 提供模型训练、部署和管理功能

chitra

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

fdclient

Deploy DL/ ML inference pipelines with minimal extra code.

solo-server

Platform for Physiscal AI Inference.

cleanlab-cli

Command line interface for all things Cleanlab Studio

bentoctl

Fast model deployment on any cloud 🚀

pinferencia

Python + Inference - Model Deployment library in Python. Simplest model inference server ever.

insurance-deploy

Champion/challenger pricing framework for UK insurance — model registry, quote routing, ENBP audit logging, and statistical promotion tests

dainik

Client library for working with NimbleBox LMAO

dcborow-mmlspark

Microsoft ML for Spark