Source code accompanying O'Reilly book: Machine Learning Design Patterns
☆2,097Apr 28, 2021Updated 5 years ago
Alternatives and similar repositories for ml-design-patterns
Users that are interested in ml-design-patterns are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- System design patterns for machine learning☆2,931Oct 7, 2021Updated 4 years ago
- A curated list of references for MLOps☆14,218Nov 21, 2024Updated last year
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆616Mar 25, 2023Updated 3 years ago
- ☆840Jul 1, 2026Updated 2 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,936Sep 6, 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.
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,611Apr 15, 2023Updated 3 years ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆30,369Jul 18, 2024Updated 2 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,402Aug 16, 2024Updated 2 years ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,930Sep 11, 2026Updated last week
- The Open Source Feature Store for AI/ML☆7,293Updated this week
- Software Architecture for ML engineers☆423Jun 29, 2022Updated 4 years ago
- An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI☆424May 1, 2024Updated 2 years ago
- A game theoretic approach to explain the output of any machine learning model.☆25,764Updated this week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,188Jun 2, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆28,054Updated this week
- 🦉 Data Versioning and ML Experiments☆15,877Updated this week
- Official Repo for Google Cloud AI Platform. Find samples for Vertex AI, Google Cloud's new unified ML platform at: https://github.com/Goo…☆480Apr 1, 2022Updated 4 years ago
- TFX is an end-to-end platform for deploying production ML pipelines☆2,192Updated this week
- A curated list of awesome MLOps tools☆5,278Aug 17, 2026Updated last month
- [Book-2021] Practical MLOps O'Reilly Book☆988Mar 26, 2026Updated 5 months ago
- Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017☆1,431Feb 20, 2026Updated 7 months ago
- https://huyenchip.com/ml-interviews-book/☆4,767Mar 21, 2025Updated last year
- Companion repository for the book Building Machine Learning Powered Applications☆717May 1, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,587Updated this week
- Machine Learning on Google Cloud Platform☆517Jul 23, 2026Updated last month
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,854Sep 7, 2026Updated last week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,780Mar 23, 2026Updated 5 months ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,974Oct 28, 2024Updated last year
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆878Jun 16, 2023Updated 3 years ago
- Algorithms for outlier, adversarial and drift detection☆2,549Dec 11, 2025Updated 9 months ago
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,435Jul 31, 2024Updated 2 years ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,821Aug 31, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Fit interpretable models. Explain blackbox machine learning.☆6,946Updated this week
- CDF SIG MLOps☆634Nov 30, 2024Updated last year
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆5,361Jun 9, 2026Updated 3 months ago
- Always know what to expect from your data.☆11,817Updated this week
- Build, Manage and Deploy AI/ML Systems☆10,273Updated this week
- Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.☆1,267May 1, 2023Updated 3 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,662Jun 13, 2025Updated last year