A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
β21,002Oct 8, 2026Updated this week
Alternatives and similar repositories for awesome-production-machine-learning
Users that are interested in awesome-production-machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of references for MLOpsβ14,232Nov 21, 2024Updated last year
- π Papers & tech blogs by companies sharing their work on data science & machine learning in production.β30,544Jul 18, 2024Updated 2 years ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and bβ¦β1,473Updated this week
- A curated list of awesome MLOps toolsβ5,285Aug 17, 2026Updated last month
- A curated list of awesome Machine Learning frameworks, libraries and software.β74,578Updated this week
- GPUs on demand by Runpod - Special Offer Available β’ AdRun AI, ML, and HPC workloads on powerful cloud GPUsβwithout limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- machine learning and deep learning tutorials, articles and other resourcesβ18,273Jun 12, 2024Updated 2 years ago
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, aβ¦β28,370Updated this week
- A curated list of resources dedicated to Natural Language Processing (NLP)β19,073Sep 7, 2026Updated last month
- π¦ Data Versioning and ML Experimentsβ15,915Updated this week
- Learn how to develop, deploy and iterate on production-grade ML applications.β49,729Mar 4, 2026Updated 7 months ago
- A curated list of awesome Deep Learning tutorials, projects and communities.β29,040May 26, 2025Updated last year
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!β8,899Oct 5, 2026Updated last week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmβ¦β10,700Apr 15, 2023Updated 3 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.β4,664Jun 13, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- π A ranked list of awesome machine learning Python libraries. Updated weekly.β23,844Updated this week
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.β12,837Aug 31, 2023Updated 3 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)β7,487Oct 4, 2024Updated 2 years ago
- A game theoretic approach to explain the output of any machine learning model.β25,809Updated this week
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,191Jun 2, 2025Updated last year
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.β31,395Updated this week
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β7,986Sep 29, 2026Updated 2 weeks ago
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering andβ¦β11,018Updated this week
- A curated list of awesome responsible machine learning resources.β4,072Jun 3, 2026Updated 4 months ago
- AI Agents on DigitalOcean Gradient AI Platform β’ AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Fit interpretable models. Explain blackbox machine learning.β6,957Updated this week
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and aβ¦β26,735Updated this week
- The Open Source Feature Store for AI/MLβ7,326Updated this week
- Build, Manage and Deploy AI/ML Systemsβ10,300Updated this week
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.β16,702Sep 22, 2026Updated 3 weeks ago
- ZenML π: One AI Platform from Pipelines to Agents. https://zenml.io.β5,615Updated this week
- An awesome Data Science repository to learn and apply for real world problems.β30,141Updated this week
- Production infrastructure for machine learning at scaleβ8,009Jun 12, 2024Updated 2 years ago
- Always know what to expect from your data.β11,870Updated this week
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning modelsβ4,784Mar 23, 2026Updated 6 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.β3,407Aug 16, 2024Updated 2 years ago
- Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideasβ9,340Mar 13, 2023Updated 3 years ago
- π€ Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal modelβ¦β167,646Updated this week
- Streamlit β A faster way to build and share data apps.β45,972Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.β44,021Updated this week
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.β12,660Sep 23, 2026Updated 2 weeks ago