EthicalML / awesome-production-machine-learningLinks
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
☆18,892Updated 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
Sorting:
- A curated list of references for MLOps☆13,246Updated 8 months ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,491Updated last month
- A curated list of awesome MLOps tools☆4,647Updated 3 weeks ago
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,347Updated 6 months ago
- System design patterns for machine learning☆2,696Updated 3 years ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆9,505Updated 2 years ago
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.☆4,357Updated 8 months ago
- A curated list of resources dedicated to Natural Language Processing (NLP)☆17,382Updated last year
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,165Updated last year
- Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data …☆10,748Updated 3 weeks ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,167Updated 11 months ago
- This repo contains annotated research papers that I found really good and useful☆2,741Updated 3 weeks ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,015Updated last week
- A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)☆7,376Updated 10 months ago
- machine learning and deep learning tutorials, articles and other resources☆16,518Updated last year
- Awesome free machine learning and AI courses with video lectures.☆2,966Updated 7 months ago
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,863Updated 2 years ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆11,213Updated last year
- 🏅 Collection of Kaggle Solutions and Ideas 🏅☆5,985Updated 3 weeks ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,118Updated 2 months ago
- Production infrastructure for machine learning at scale☆8,035Updated last year
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,629Updated 9 months ago
- The open source developer platform to build AI/LLM applications and models with confidence. Enhance your AI applications with end-to-end …☆21,365Updated last week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆41,436Updated 11 months ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,298Updated last year
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,658Updated last week
- A curated list of awesome Deep Learning tutorials, projects and communities.☆25,914Updated 2 months ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,456Updated this week
- 🦉 Data Versioning and ML Experiments☆14,708Updated last week
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆21,661Updated this week