A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
☆20,553May 24, 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☆13,916Nov 21, 2024Updated last year
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆29,186Jul 18, 2024Updated last year
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,439Updated this week
- A curated list of awesome MLOps tools☆5,141Apr 29, 2026Updated 3 weeks ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆72,556May 12, 2026Updated 2 weeks ago
- AI Agents on 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.
- machine learning and deep learning tutorials, articles and other resources☆17,824Jun 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…☆26,072Updated this week
- Learn how to develop, deploy and iterate on production-grade ML applications.☆47,763Mar 4, 2026Updated 2 months ago
- A curated list of resources dedicated to Natural Language Processing (NLP)☆18,630Updated this week
- 🦉 Data Versioning and ML Experiments☆15,620May 18, 2026Updated last week
- A curated list of awesome Deep Learning tutorials, projects and communities.☆28,243May 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!☆8,654May 7, 2026Updated 2 weeks ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,404Apr 15, 2023Updated 3 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,635Jun 13, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,487May 14, 2026Updated last week
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,537Aug 31, 2023Updated 2 years ago
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,463Oct 4, 2024Updated last year
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,175Jun 2, 2025Updated 11 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,152Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,501May 2, 2026Updated 3 weeks ago
- A game theoretic approach to explain the output of any machine learning model.☆25,470Updated this week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,868Updated this week
- A curated list of awesome responsible machine learning resources.☆4,029Mar 16, 2026Updated 2 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A curated list to learning and practicing about algorithm.☆876Nov 15, 2022Updated 3 years ago
- The Open Source Feature Store for AI/ML☆7,042May 15, 2026Updated last week
- Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and a…☆25,357Updated this week
- Fit interpretable models. Explain blackbox machine learning.☆6,852May 19, 2026Updated last week
- Build, Manage and Deploy AI/ML Systems☆10,105May 18, 2026Updated last week
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,512Feb 1, 2026Updated 3 months ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,419Updated this week
- An awesome Data Science repository to learn and apply for real world problems.☆29,242May 19, 2026Updated last week
- Production infrastructure for machine learning at scale☆8,017Jun 12, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • 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 models☆4,752Mar 23, 2026Updated 2 months ago
- Always know what to expect from your data.☆11,525Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,379Aug 16, 2024Updated last year
- Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas☆9,100Mar 13, 2023Updated 3 years ago
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆160,794Updated this week
- Streamlit — A faster way to build and share data apps.☆44,641May 19, 2026Updated last week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆42,616Updated this week