Kerem Zaman Repository Reseaarch
HuggingFace Transformers is one of the most powerful tools in modern NLP. It gathers implementations and pretrained weights of the state-of-the-art models into the single library by providing related interfaces for fast experimenting and fast deployment. The thing I most like about the Transformers is that it's a very useful tool for both research and productionizing the most up-to-date techniques. Also, the implementations provided inside the library are clean and very well-documented.
youtube-dl is the greatest video downloader for YouTube with a large number of options to customize. It can be used as either a standalone script or a Python package with the same functionality. It makes automated video downloading process super-easy for YouTube.
We can barely say that the Linux kernel is one of the most sophiscated open-source projects in the GitHub. The craziest thing about this repository is you can see the progress of the Linux kernel commit by commit since 2005. If you be a nice developer, you can see a recently committed code by Linus Torvalds himself.
AllenNLP is a well-designed NLP framework built on PyTorch for making development of new state-of-the-art models easier. It has a very flexible and easy-to-use structure. You can easily design your own brand-new architecture by using the default building blocks. Moreover, you can easily define new blocks to build your architecture with.