GoogleCloudPlatform / ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
☆1,892Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for ml-design-patterns
- [Book-2021] Practical MLOps O'Reilly Book☆715Updated 4 months ago
- Public repo for DeepLearning.AI MLEP Specialization☆1,855Updated last week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆2,959Updated 2 months ago
- ☆774Updated 2 months ago
- Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson☆587Updated last year
- 🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models☆2,736Updated last week
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,259Updated last month
- Code and files to go along with CS329s machine learning model deployment tutorial.☆603Updated last year
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆2,295Updated 4 months ago
- MLOps examples☆1,836Updated 3 months ago
- Source for https://fullstackdeeplearning.com☆1,139Updated 4 months ago
- The Fuzzy Labs guide to the universe of open source MLOps☆448Updated 3 months ago
- A curated list of awesome MLOps tools☆4,091Updated last month
- 🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, buildin…☆869Updated 7 months ago
- Companion repository for the book Building Machine Learning Powered Applications☆650Updated last year
- https://huyenchip.com/ml-interviews-book/☆3,433Updated 4 months ago
- An ongoing list of pandas quirks☆944Updated last year
- ☆6,057Updated last month
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆845Updated last year
- System design patterns for machine learning☆2,290Updated 3 years ago
- Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep lear…☆1,160Updated last year
- A curated list of references for MLOps☆12,605Updated 4 months ago
- ZenML 🙏: The bridge between ML and Ops. https://zenml.io.☆4,047Updated this week
- Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT☆713Updated 2 years ago
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆552Updated last year
- Feature engineering package with sklearn like functionality☆1,913Updated this week
- Algorithms for explaining machine learning models☆2,409Updated 3 months ago
- CDF SIG MLOps☆601Updated 4 months ago
- Full Stack Deep Learning Online Course☆889Updated 3 years ago
- An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI☆351Updated 6 months ago