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The Top 12 Machine Learning Operations Open Source Projects

Open source projects categorized as Machine Learning Operations
Categories > Machine Learning Operations
Awesome Production Machine Learning ⭐ 13,388
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
most recent commit a day ago
Bentoml ⭐ 4,666
Unified Model Serving Framework 🍱
dependent packages 10total releases 72most recent commit 19 hours agopypi BentoML} Downloads
Seldon Core ⭐ 3,656
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
dependent packages 5total releases 192most recent commit 3 days ago
Evidently ⭐ 3,260
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 3total releases 60most recent commit 20 hours agopypi evidently} Downloads
Chassis ⭐ 54
Chassis turns machine learning models into portable container images that can run just about anywhere.
total releases 28most recent commit 4 days ago
Frouros ⭐ 53
Frouros is an open source Python library for drift detection in machine learning systems.
most recent commit 3 days ago
Sdk Python ⭐ 21
Python library for Modzy Machine Learning Operations (MLOps) Platform
most recent commit a month ago
Explainit ⭐ 17
A modern, enterprise-ready business intelligence web application
most recent commit 5 months ago
Examples Gallery ⭐ 13
Sample notebooks that use the Openlayer Python API
most recent commit 2 days ago
Neuro Extras ⭐ 4
Curated set of MLOps tools to work with the Neu.ro MLOps platform
most recent commit 8 months ago
Mlops ⭐ 1
A framework for conducting MLOps.
most recent commit a year ago
Awesome Ml For Threat Detection ⭐ 1
A curated list of resources to deep dive into the intersection of applied machine learning and threat detection.
most recent commit 3 years ago
The 3 Most Depended On Machine Learning Operations Open Source Projects
Bentoml ⭐ 4,666
Unified Model Serving Framework 🍱
dependent packages 10total releases 72latest release July 13, 2021most recent commit 19 hours agopypi BentoML} Downloads
Seldon Core ⭐ 3,656
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
dependent packages 5total releases 192latest release June 27, 2022most recent commit 3 days ago
Evidently ⭐ 3,260
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 3total releases 60latest release July 07, 2022most recent commit 20 hours agopypi evidently} Downloads
The 4 Latest Releases In Machine Learning Operations Open Source Projects
Evidently ⭐ 3,260
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dependent packages 3total releases 60latest release July 07, 2022most recent commit 20 hours agopypi evidently} Downloads
Seldon Core ⭐ 3,656
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
dependent packages 5total releases 192latest release June 27, 2022most recent commit 3 days ago
Bentoml ⭐ 4,666
Unified Model Serving Framework 🍱
dependent packages 10total releases 72latest release July 13, 2021most recent commit 19 hours agopypi BentoML} Downloads
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