visenger / awesome-mlopsLinks
A curated list of references for MLOps
☆13,442Updated last year
Alternatives and similar repositories for awesome-mlops
Users that are interested in awesome-mlops are comparing it to the libraries listed below
Sorting:
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆19,647Updated last week
- A curated list of awesome MLOps tools☆4,860Updated 4 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,225Updated last year
- ☆8,469Updated last year
- MLOps examples☆2,040Updated last year
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,382Updated 3 weeks ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆11,646Updated 2 years ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,634Updated 2 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,535Updated 5 months ago
- https://huyenchip.com/ml-interviews-book/☆4,336Updated 8 months ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,524Updated last year
- System design patterns for machine learning☆2,828Updated 4 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,047Updated 4 years ago
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,870Updated 2 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,051Updated this week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,153Updated 5 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,849Updated this week
- Public repo for DeepLearning.AI MLEP Specialization☆1,942Updated last year
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.☆4,377Updated last year
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,176Updated 2 months ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,326Updated last year
- Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)☆3,791Updated 3 weeks ago
- The Open Source Feature Store for AI/ML☆6,491Updated this week
- A comprehensive reference for all topics related to Natural Language Processing☆2,024Updated last month
- Data science interview questions and answers☆9,636Updated last week
- This repo contains annotated research papers that I found really good and useful☆2,755Updated 2 months ago
- Classical equations and diagrams in machine learning☆7,949Updated last year
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,249Updated last week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆22,833Updated last week
- Interactive Tools for Machine Learning, Deep Learning and Math☆2,788Updated last year