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The Top 21 Machine Learning Model Management Open Source Projects

Open source projects categorized as Machine Learning Model Management
Categories > Machine Learning > Machine Learning
Categories > Model Management
Mlflow ⭐ 16,343
Open source platform for the machine learning lifecycle
dependent packages 440total releases 86most recent commit 3 months agopypi mlflow} Downloads
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 11 days agopypi metaflow} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119most recent commit 11 days agopypi bentoml} Downloads
Modeldb ⭐ 1,669
Open Source ML Model Versioning, Metadata, and Experiment Management
most recent commit 21 days ago
Ormb ⭐ 435
Docker for Your ML/DL Models Based on OCI Artifacts
dependent packages 2total releases 16most recent commit 4 months ago
Atlas ⭐ 288
An Open Source, Self-Hosted Platform For Applied Deep Learning Development
most recent commit 7 months ago
Pureml ⭐ 174
Developer platform for production ML.
dependent packages 1total releases 29most recent commit 10 months agopypi pureml} Downloads
Modelchimp ⭐ 126
Experiment tracking for machine and deep learning projects
most recent commit 6 months ago
Gallery ⭐ 121
BentoML Example Projects 🎨
most recent commit 2 years ago
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318most recent commit 10 months agopypi nbox} Downloads
Klever Model Registry ⭐ 58
Cloud Native Machine Learning Model Registry
total releases 10most recent commit 3 years ago
Racetrack ⭐ 27
An opinionated framework for deploying, managing, and serving application workloads
total releases 56most recent commit 3 months ago
Tungstenkit ⭐ 19
ML container made simple
most recent commit 3 months ago
Lab ⭐ 16
A lightweight command line interface for the management of arbitrary machine learning tasks
most recent commit 3 years ago
Klever ⭐ 15
Cloud Native ML/DL Platform
most recent commit 4 years ago
Sdks ⭐ 12
Polyaxon Clients & Langange SDKS
dependent packages 3total releases 57most recent commit 3 months agopypi polyaxon-client} Downloads
Awesome Ml Monitoring ⭐ 11
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
most recent commit a year ago
Mlflow ⭐ 7
Mlflow Docker Image
most recent commit a year ago
Mlaide ⭐ 6
Hi, we are ML Aide, and our purpose is making machine learning model management a joy for you!
most recent commit a year ago
Zoomaker ⭐ 6
Zoomaker - Friendly house keeping for your AI model zoo and related resources
total releases 9most recent commit a year ago
Ml Kraken ⭐ 5
Machine-Learning orchestration framework. Cloud-based models management environment.
most recent commit 2 years ago
The 7 Most Depended On Machine Learning Model Management Open Source Projects
Mlflow ⭐ 16,343
Open source platform for the machine learning lifecycle
dependent packages 440total releases 86latest release December 07, 2023most recent commit 3 months agopypi mlflow} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 11 days agopypi metaflow} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119latest release November 20, 2023most recent commit 11 days agopypi bentoml} Downloads
Sdks ⭐ 12
Polyaxon Clients & Langange SDKS
dependent packages 3total releases 57latest release March 04, 2020most recent commit 3 months agopypi polyaxon-client} Downloads
Ormb ⭐ 435
Docker for Your ML/DL Models Based on OCI Artifacts
dependent packages 2total releases 16latest release February 07, 2022most recent commit 4 months ago
Pureml ⭐ 174
Developer platform for production ML.
dependent packages 1total releases 29latest release November 27, 2023most recent commit 10 months agopypi pureml} Downloads
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318latest release July 07, 2022most recent commit 10 months agopypi nbox} Downloads
The 10 Latest Releases In Machine Learning Model Management Open Source Projects
Mlflow ⭐ 16,343
Open source platform for the machine learning lifecycle
dependent packages 440total releases 86latest release December 07, 2023most recent commit 3 months agopypi mlflow} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 11 days agopypi metaflow} Downloads
Pureml ⭐ 174
Developer platform for production ML.
dependent packages 1total releases 29latest release November 27, 2023most recent commit 10 months agopypi pureml} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119latest release November 20, 2023most recent commit 11 days agopypi bentoml} Downloads
Racetrack ⭐ 27
An opinionated framework for deploying, managing, and serving application workloads
total releases 56latest release November 07, 2023most recent commit 3 months ago
Zoomaker ⭐ 6
Zoomaker - Friendly house keeping for your AI model zoo and related resources
total releases 9latest release June 01, 2023most recent commit a year ago
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318latest release July 07, 2022most recent commit 10 months agopypi nbox} Downloads
Ormb ⭐ 435
Docker for Your ML/DL Models Based on OCI Artifacts
dependent packages 2total releases 16latest release February 07, 2022most recent commit 4 months ago
Klever Model Registry ⭐ 58
Cloud Native Machine Learning Model Registry
total releases 10latest release December 03, 2020most recent commit 3 years ago
Sdks ⭐ 12
Polyaxon Clients & Langange SDKS
dependent packages 3total releases 57latest release March 04, 2020most recent commit 3 months agopypi polyaxon-client} Downloads
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
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