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Model Deployment Python Packages

Python packages with the GitHub topic model-deployment. Sorted by relevance, with stars and monthly downloads.
Microsoft
synapseml

Simple and Distributed Machine Learning

2.1M 5K 861
openlayer-ai
openlayer

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

177K 16 2
NimbleBoxAI
nbox

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

10K 87 13
cleanlab
cleanlab-studio

Client interface to Cleanlab Studio

4K 31 10
notAI-tech
fastdeploy

Deploy DL/ ML inference pipelines with minimal extra code.

4K 103 17
open-edge-platform
geti-sdk

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

3K 122 29
aniketmaurya
chitra

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

3K 234 37
FedML-AI
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.

3K 4K 766
tungsten-ai
tungstenkit

ML container made simple

2K 27 2
busysloths
busysloths-mlox

Sovereign AI Infrastructure. Open by Design. Slothfully Simple.

1K 11 2
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.

1K 132 68
modzy
modzy-sdk

Python library for Modzy Machine Learning Operations (MLOps) Platform

1K 25 3
GetSoloTech
solo-server

CLI for Robot Training and Deployment

1K 297 41
flyingriverhorse
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.

1K 42 4
notAI-tech
fdclient

fastDeploy python client

753 103 17
bentoml
bentoctl

Fast model deployment on any cloud 🚀

649 175 30
alexliap
simple-serve

Deployment of a Scikit-Learn pipeline with a single endpoint. Validation of input data is also supported with pydantic.

579 0 0
cleanlab
cleanlab-cli

Client interface to Cleanlab Studio

501 31 10
underneathall
pinferencia

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

479 545 83
GetSoloTech
solo-cli

CLI for Robot Training and Deployment

467 297 42
farfarfun
funmodel

机器学习模型工具包 - 提供模型训练、部署和管理功能

466 0 0
NimbleBoxAI
dainik

Client library for working with NimbleBox LMAO

422 87 13
burning-cost
insurance-deploy

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

388 0 0
unboxai
unboxapi

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

358 16 2
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