PyRank

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. 📈

191K 16 2
NimbleBoxAI
nbox

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

7K 87 13
cleanlab
cleanlab-studio

Client interface for all things Cleanlab Studio

4K 32 10
notAI-tech
fastdeploy

Deploy DL/ ML inference pipelines with minimal extra code.

4K 104 17
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
open-edge-platform
geti-sdk

Software Development Kit (SDK) for the Getiâ„¢ platform for Computer Vision AI model training.

3K 123 29
busysloths
busysloths-mlox

Sovereign AI Infrastructure. Open by Design. Slothfully Simple.

2K 11 2
raptor-ml
raptor-labsdk

Transform your pythonic research to an artifact that engineers can deploy easily.

2K 163 14
tungsten-ai
tungstenkit

ML container made simple

2K 27 2
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 5
modzy
modzy-sdk

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

961 25 3
Project-MONAI
monai-deploy-app-sdk

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

908 132 68
GetSoloTech
solo-server

CLI for Robot Training and Deployment

845 297 43
farfarfun
funmodel

funmodel

767 0 0
cleanlab
cleanlab-cli

Command line interface for all things Cleanlab Studio

647 32 10
alexliap
simple-serve

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

612 0 0
bentoml
bentoctl

Fast model deployment with BentoML on cloud platforms.

612 175 30
notAI-tech
fdclient

Deploy DL/ ML inference pipelines with minimal extra code.

577 104 17
NimbleBoxAI
dainik

Client library for working with NimbleBox LMAO

466 87 13
GetSoloTech
solo-cli

CLI for Robot Training and Deployment

434 297 43
animator
titus2

Titus 2 : Portable Format for Analytics (PFA) implementation for Python 3.4+

334 24 2
underneathall
pinferencia

Aims to be the Simplest Machine Learning Model Inference Server

303 544 83