📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
☆2,882Mar 17, 2023Updated 3 years ago
Alternatives and similar repositories for ml-surveys
Users that are interested in ml-surveys are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,721Jul 18, 2024Updated last year
- A curated list of references for MLOps☆13,821Nov 21, 2024Updated last year
- 📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)☆685Mar 16, 2023Updated 3 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,277Updated this week
- 📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.☆204Jun 5, 2024Updated last year
- A comprehensive reference for all topics related to Natural Language Processing☆2,040Oct 12, 2025Updated 5 months ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Sep 21, 2022Updated 3 years ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,472Nov 26, 2025Updated 3 months ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,318Mar 12, 2026Updated last week
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,123Jan 22, 2024Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆186Jul 9, 2024Updated last year
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,422Aug 31, 2023Updated 2 years ago
- https://huyenchip.com/ml-interviews-book/☆4,571Mar 21, 2025Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,305Apr 15, 2023Updated 2 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,789Oct 19, 2024Updated last year
- ✍️ A carefully curated list of NLP paper summaries☆1,475Dec 4, 2021Updated 4 years ago
- Learn how to develop, deploy and iterate on production-grade ML applications.☆46,916Mar 4, 2026Updated 2 weeks ago
- Data science interview questions and answers☆9,821Feb 19, 2026Updated last month
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,321Aug 16, 2024Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,614Jun 13, 2025Updated 9 months ago
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!☆39,478Nov 27, 2022Updated 3 years ago
- This repo contains annotated research papers that I found really good and useful☆2,769Dec 24, 2025Updated 3 months ago
- NYU Deep Learning Spring 2020☆6,792Jun 16, 2025Updated 9 months ago
- Interactive Tools for Machine Learning, Deep Learning and Math☆2,801Aug 11, 2024Updated last year
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,952Updated this week
- Awesome free machine learning and AI courses with video lectures.☆3,061Dec 12, 2024Updated last year
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆28,460Aug 18, 2024Updated last year
- Machine Learning Notebooks☆3,437Apr 9, 2024Updated last year
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.☆4,378Nov 9, 2024Updated last year
- 100 Must-Read NLP Papers☆3,852Jul 9, 2021Updated 4 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆154Apr 14, 2024Updated last year
- 🧠 Material for the Deep Learning Study Group☆394Mar 18, 2022Updated 4 years ago
- Best Practices on Recommendation Systems☆21,530Mar 16, 2026Updated last week
- 🎓 Sharing machine learning course / lecture notes.☆6,425May 16, 2024Updated last year
- Natural Language Processing Best Practices & Examples☆6,445Aug 30, 2022Updated 3 years ago
- Explanation to key concepts in ML☆8,534Jun 30, 2025Updated 8 months ago
- ☆8,751Sep 22, 2024Updated last year
- A curated list of awesome responsible machine learning resources.☆3,998Mar 16, 2026Updated last week
- A collection of various deep learning architectures, models, and tips☆17,443Feb 8, 2024Updated 2 years ago