eugeneyan/ml-surveys
A curated list of survey papers covering advances in deep learning, NLP, computer vision, reinforcement learning, recommendations, and graphs.

This repository aggregates academic survey papers on machine learning topics to help practitioners keep up with the field. It organizes papers by topic areas including recommendation systems, deep learning architectures, natural language processing, computer vision, reinforcement learning, graph methods, and embeddings. The collection serves as a reference resource for researchers and engineers seeking overview papers on various ML subfields.
Frequently asked
- What is eugeneyan/ml-surveys?
- A curated list of survey papers covering advances in deep learning, NLP, computer vision, reinforcement learning, recommendations, and graphs.
- Is ml-surveys open source?
- Yes — eugeneyan/ml-surveys is open source, released under the MIT license.
- How popular is ml-surveys?
- eugeneyan/ml-surveys has 2.9k stars on GitHub.
- Where can I find ml-surveys?
- eugeneyan/ml-surveys is on GitHub at https://github.com/eugeneyan/ml-surveys.