Paper Implementations

This repository contains a collection of code implementations and experiments replicating results from a wide range of influential machine learning and deep learning research papers. Each subfolder corresponds to a specific paper, model, or technique, with code, notes, and sometimes pretrained weights or results.

Structure

• Magi/: Implementations and experiments with Magi model

Usage

Each folder is self-contained and includes code, scripts, and sometimes notebooks for replicating the results of the corresponding paper. Please refer to the README or notes within each subfolder for specific instructions.

Contributing

Feel free to open issues or pull requests if you have suggestions, improvements, or additional replications to add!

Authors

• @baohuy11

Acknowledgments

This repository is based on the work of Yuvraj Singh's Paper-Replications. If you find this work useful, please consider citing the original repository:

@misc{singh_paper_replications_2025,
  author       = {Yuvraj Singh},
  title        = {Paper-Replications: Paper/Architecture Replication from Scratch Repository using PyTorch},
  year         = {2025},
  publisher    = {GitHub},
  journal      = {GitHub repository},
  howpublished = {\url{https://github.com/YuvrajSingh-mist/Paper-Replications}},
  commit       = {1d7a1b37a82e441cde884f591c9c41fa4e47ddbb}
}

Citation

If you use this repository in your research, please cite it as follows:

@misc{nguyen_phung_bao_huy_paper_implementations_2025,
  author       = {Nguyen Phung Bao Huy},
  title        = {Paper-Implementations: A collection of paper implementations},
  year         = {2025},
  publisher    = {GitHub},
  journal      = {GitHub repository},
  howpublished = {\url{https://github.com/baohuy11/paper-implementations}}
}