A collection of bookmarks, resources, articles for product designers.

Digital product design is an iterative design process to solve a functional problem with a formal solution. A digital product designer identifies a real problem, offers the best possible solution, and launch it to a market that is showing demand for that particular solution.

List of awesome open source applications for macOS. This list contains a lot of native, and cross-platform apps. The main goal of this repository is to find free open source apps and start contributing. Feel free to contribute to the list, any suggestions are welcome!

To receive all new or popular applications you can join our telegram channel.

A curated list of image captioning and related area. :-)

Contributing

Please feel free to send me pull requests or email (chihung.chan@outlook.com) to add links. Markdown format:

Software Engineering for Machine Learning are techniques and guidelines for building ML applications that do not concern the core ML problem -- e.g. the development of new algorithms -- but rather the surrounding activities like data ingestion, coding, testing, versioning, deployment, quality control, and team collaboration. Good software engineering practices enhance development, deployment and maintenance of production level applications using machine learning components.

⭐ Must-read

🎓 Scientific publication

The topic of my dissertation is recommendation system. I collected some classic and awesome papers here. Good luck to every RecSys-learner.

Awesome Recommendation System Papers

My email is ZhangYuyang4d@163.com. If you find any mistakes, or you have some suggestions, just send a email to me.

By the way, the RecSys is one of the most important conference in recommendation.

A collection of research papers and software related to explainability in graph machine learning.

A curated list of inpainting papers and resources, inspired by awesome-computer-vision.

A curated list of awesome Torch tutorials, projects and communities.

This is a list of useful information about trajectory prediction. Related papers, datasets and codes are included.

Maintainer - Hao Xue

News

A PyPi package of trajectory prediction tools is published!

Contributing

Please feel free to pull requests to add new resources.

A curated list of awesome Semi-Supervised Learning resources. Inspired by awesome-deep-vision, awesome-deep-learning-papers, and awesome-self-supervised-learning.