π Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
β2,881Mar 17, 2023Updated 2 years ago
Alternatives and similar repositories for ml-surveys
Users that are interested in ml-surveys are comparing it to the libraries listed below
Sorting:
- ζ΄ηAIηΈε ³ι’εηδΈδΊη»ΌθΏ°β379Oct 22, 2021Updated 4 years ago
- π Papers & tech blogs by companies sharing their work on data science & machine learning in production.β28,706Jul 18, 2024Updated last year
- A curated list of references for MLOpsβ13,717Nov 21, 2024Updated last year
- π Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)β645Mar 16, 2023Updated 2 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningβ20,200Updated this week
- A comprehensive reference for all topics related to Natural Language Processingβ2,039Oct 12, 2025Updated 4 months ago
- A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).β2,031Mar 31, 2024Updated last year
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.β12,462Nov 26, 2025Updated 3 months ago
- π A ranked list of awesome machine learning Python libraries. Updated weekly.β23,257Feb 26, 2026Updated last week
- π Papers, guides, and mentor interviews on applying machine learning for ApplyingML.comβthe ghost knowledge of machine learning.β204Jun 5, 2024Updated last year
- πΊ Discover the latest machine learning / AI courses on YouTube.β17,111Jan 22, 2024Updated 2 years ago
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β265Sep 21, 2022Updated 3 years ago
- https://huyenchip.com/ml-interviews-book/β4,533Mar 21, 2025Updated 11 months ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.β12,410Aug 31, 2023Updated 2 years ago
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmβ¦β10,053Apr 15, 2023Updated 2 years ago
- βοΈ A carefully curated list of NLP paper summariesβ1,478Dec 4, 2021Updated 4 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectβ¦β12,794Oct 19, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.β3,307Aug 16, 2024Updated last year
- Data science interview questions and answersβ9,786Feb 19, 2026Updated 2 weeks ago
- This repo contains annotated research papers that I found really good and usefulβ2,767Dec 24, 2025Updated 2 months ago
- NYU Deep Learning Spring 2020β6,790Jun 16, 2025Updated 8 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.β46,548Aug 18, 2024Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.β4,610Jun 13, 2025Updated 8 months ago
- π§ Material for the Deep Learning Study Groupβ394Mar 18, 2022Updated 3 years ago
- Awesome free machine learning and AI courses with video lectures.β3,057Dec 12, 2024Updated last year
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.β30,884Updated this week
- Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!β39,478Nov 27, 2022Updated 3 years ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including β¦β28,302Aug 18, 2024Updated last year
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β186Jul 9, 2024Updated last year
- Machine Learning Notebooksβ3,436Apr 9, 2024Updated last year
- Interactive Tools for Machine Learning, Deep Learning and Mathβ2,802Aug 11, 2024Updated last year
- Best Practices on Recommendation Systemsβ21,493Updated this week
- A curated list of awesome responsible machine learning resources.β3,991Updated this week
- β8,704Sep 22, 2024Updated last year
- Natural Language Processing Best Practices & Examplesβ6,448Aug 30, 2022Updated 3 years ago
- 100 Must-Read NLP Papersβ3,848Jul 9, 2021Updated 4 years ago
- π Sharing machine learning course / lecture notes.β6,397May 16, 2024Updated last year
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.β4,382Nov 9, 2024Updated last year
- A collection of various deep learning architectures, models, and tipsβ17,430Feb 8, 2024Updated 2 years ago