A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
☆20,277Mar 23, 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 MLOps☆13,821Nov 21, 2024Updated last year
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,736Jul 18, 2024Updated last year
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,415Mar 4, 2026Updated 3 weeks ago
- A curated list of awesome MLOps tools☆5,064Updated this week
- A curated list of awesome Machine Learning frameworks, libraries and software.☆72,059Mar 15, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- machine learning and deep learning tutorials, articles and other resources☆17,655Jun 12, 2024Updated last year
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆24,874Updated this week
- Learn how to develop, deploy and iterate on production-grade ML applications.☆46,916Mar 4, 2026Updated 3 weeks ago
- A curated list of resources dedicated to Natural Language Processing (NLP)☆18,320Feb 7, 2026Updated last month
- 🦉 Data Versioning and ML Experiments☆15,458Mar 18, 2026Updated last week
- A curated list of awesome Deep Learning tutorials, projects and communities.☆27,755May 26, 2025Updated 10 months ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,541Updated this week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,305Apr 15, 2023Updated 2 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,614Jun 13, 2025Updated 9 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,372Updated this week
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,427Aug 31, 2023Updated 2 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,454Oct 4, 2024Updated last year
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,172Jun 2, 2025Updated 9 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,330Mar 19, 2026Updated last week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,952Updated this week
- A game theoretic approach to explain the output of any machine learning model.☆25,163Mar 12, 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 and…☆10,798Mar 19, 2026Updated last week
- A curated list of awesome responsible machine learning resources.☆4,000Mar 16, 2026Updated last week
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The Open Source Feature Store for AI/ML☆6,824Updated this week
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and a…☆24,585Updated this week
- Fit interpretable models. Explain blackbox machine learning.☆6,817Updated this week
- Build, Manage and Deploy AI/ML Systems☆9,973Updated this week
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,425Feb 1, 2026Updated last month
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,289Updated this week
- An awesome Data Science repository to learn and apply for real world problems.☆28,664Mar 17, 2026Updated last week
- Production infrastructure for machine learning at scale☆8,026Jun 12, 2024Updated last year
- Always know what to expect from your data.☆11,280Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,735Mar 19, 2026Updated last week
- Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas☆8,989Mar 13, 2023Updated 3 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,321Aug 16, 2024Updated last year
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆158,424Updated this week
- Streamlit — A faster way to build and share data apps.☆44,012Updated 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.☆41,799Updated this week
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,472Nov 26, 2025Updated 4 months ago