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Model Management Python Packages

Python packages with the GitHub topic model-management. Sorted by relevance, with stars and monthly downloads.
mlflow
mlflow-skinny

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

38.2M 26K 6K
mlflow
mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

37.1M 26K 6K
mlflow
mlflow-tracing

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

17M 26K 6K
Netflix
metaflow

Build, Manage and Deploy AI/ML Systems

716K 10K 1K
Netflix
metaflow-stubs

Build, Manage and Deploy AI/ML Systems

69K 10K 1K
NimbleBoxAI
nbox

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

7K 87 13
polyaxon
polyaxon-client

Polyaxon Clients & Langange SDKS

5K 14 15
TheRacetrack
racetrack-client

CLI client tool for deploying workloads to Racetrack

2K 33 6
tungsten-ai
tungstenkit

ML container made simple

2K 27 2
mlflow
mlflow-by-johnsnowlabs

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

1K 26K 6K
mlflow
mlflow-by-ckl

MLflow: A Platform for ML Development and Productionization

963 26K 6K
mitdbg
modeldb-community

Open Source ML Model Versioning, Metadata, and Experiment Management

927 2K 289
mitdbg
modeldb

A system to manage machine learning models

875 2K 289
mlflow
mlflow-tmp

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

667 26K 6K
mlflow
mlflow-pri

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

488 26K 6K
NimbleBoxAI
dainik

Client library for working with NimbleBox LMAO

466 87 13
mlflow
mlflow-devlibx

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

465 26K 6K
hfg-gmuend
zoomaker

Zoomaker - Friendly house keeping for your AI model zoo and related resources

458 40 3
retospect
slullama

Shared Ollama gateway over Slurm — wake a GPU node on demand

447 0 0
mlflow
mlflow-by-johnsnowlabs-v2

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

447 26K 6K
beringresearch
lab-ml

A lightweight command line interface for the management of arbitrary machine learning tasks

298 19 2
MLAide
mlaide

Contains the python client library for ML Aide

267 1 0
saagie
mlflow-saagie

Open source platform for the machine learning lifecycle

213 0 1
mlflow
lmcmlflow

MLflow: A Platform for ML Development and Productionization

150 26K 6K
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