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The Top 23 Artificial Intelligence Mlops Open Source Projects

Open source projects categorized as Artificial Intelligence Mlops
Categories > Artificial Intelligence > Artificial Intelligence
Categories > Mlops
Awesome Mlops ⭐ 11,723
A curated list of references for MLOps
most recent commit 4 days ago
Openllm ⭐ 7,871
Operating LLMs in production
dependent packages 2total releases 132most recent commit 3 months agopypi openllm} Downloads
Deeplake ⭐ 7,689
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
dependent packages 31total releases 118most recent commit 7 days agopypi deeplake} Downloads
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 17 days agopypi metaflow} Downloads
Ml Engineering ⭐ 6,720
Machine Learning Engineering Open Book
most recent commit 3 months ago
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119most recent commit 17 days agopypi bentoml} Downloads
Clearml ⭐ 5,190
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
dependent packages 16total releases 143most recent commit 25 days agopypi clearml} Downloads
Aim ⭐ 4,497
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
total releases 172most recent commit 3 months ago
Superduperdb ⭐ 3,924
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
total releases 5most recent commit 3 months ago
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116most recent commit 17 days agopypi zenml} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} Downloads
Awesome Mlops ⭐ 3,233
😎 A curated list of awesome MLOps tools
most recent commit 3 months ago
Argilla ⭐ 3,097
Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
dependent packages 1total releases 19most recent commit 3 days ago
Kserve ⭐ 3,035
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 9total releases 20most recent commit 7 days agopypi kserve} Downloads
Giskard ⭐ 2,509
🐢 The testing framework for ML models, from tabular to LLMs
total releases 76most recent commit 3 months ago
Alldata ⭐ 2,130
🔥🔥 AllData大数据产品是可定义数据中台，以数据平台为底座，以数据中台为桥梁，以机器学习平台为中层框
most recent commit 4 months ago
Nextpy ⭐ 1,893
⚡Pure Python App Framework: For Humans & LLMs🤖 World's first AMS🥇
most recent commit 3 months ago
Feathr ⭐ 1,886
Feathr – A scalable, unified data and AI engineering platform for enterprise
dependent packages 4total releases 48most recent commit 4 months ago
Cube Studio ⭐ 1,710
cube studio开源云原生一站式机器学习/深度学习AI平台，支持sso登录，多租户/多项目组，数据资产对
total releases 1most recent commit 3 months ago
Training Operator ⭐ 1,447
Distributed ML Training and Fine-Tuning on Kubernetes
dependent packages 28total releases 128most recent commit 4 days ago
Mlreef ⭐ 1,403
The collaboration workspace for Machine Learning
most recent commit a year ago
State Of Open Source Ai ⭐ 1,348
📕 Clarity in the current fast-paced mess of Open Source innovation
most recent commit 4 months ago
Vertex Ai Samples ⭐ 1,172
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
most recent commit 3 months ago
The 10 Most Depended On Artificial Intelligence Mlops Open Source Projects
Training Operator ⭐ 1,447
Distributed ML Training and Fine-Tuning on Kubernetes
dependent packages 28total releases 128latest release November 01, 2023most recent commit 4 days ago
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 17 days agopypi metaflow} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} 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 17 days agopypi bentoml} Downloads
Kserve ⭐ 3,035
Standardized Serverless ML Inference Platform on Kubernetes
dependent packages 9total releases 20latest release November 17, 2023most recent commit 7 days agopypi kserve} Downloads
Geniusrise ⭐ 13
Geniusrise: Framework for building geniuses
dependent packages 6total releases 31latest release December 02, 2023most recent commit 5 months agopypi geniusrise} Downloads
Feathr ⭐ 1,886
Feathr – A scalable, unified data and AI engineering platform for enterprise
dependent packages 4total releases 48latest release June 30, 2023most recent commit 4 months ago
Client ⭐ 87
DagsHub client libraries
dependent packages 3total releases 63latest release November 08, 2023most recent commit 4 months agopypi dagshub} Downloads
The 10 Latest Releases In Artificial Intelligence Mlops Open Source Projects
Starwhale ⭐ 178
an MLOps/LLMOps platform
total releases 177latest release January 19, 2024most recent commit 3 months ago
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Openllm ⭐ 7,871
Operating LLMs in production
dependent packages 2total releases 132latest release December 07, 2023most recent commit 3 months agopypi openllm} 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 17 days agopypi metaflow} Downloads
Giskard ⭐ 2,509
🐢 The testing framework for ML models, from tabular to LLMs
total releases 76latest release December 04, 2023most recent commit 3 months ago
Unitxt ⭐ 19
🦄 Unitxt: a python library for getting data fired up and set for training and evaluation
total releases 28latest release December 03, 2023most recent commit 3 months ago
Geniusrise ⭐ 13
Geniusrise: Framework for building geniuses
dependent packages 6total releases 31latest release December 02, 2023most recent commit 5 months agopypi geniusrise} Downloads
Aligned ⭐ 17
Aligned describes data dependencies in ML systems, and reduce technical data debt
total releases 58latest release December 01, 2023most recent commit 3 months ago
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