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Achievement: Starstruckx3Achievement: QuickdrawAchievement: YOLOAchievement: Pull Shark
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eduardoleao052/README.md

Typing SVG

1. About Me:

  • Undergraduate in Mechatronics Engineering in the University of São Paulo.

  • Studying Machine Learning and NLP in a research internship.

  • Feel free to contact me! I'm always interested in cool discussions, projects and ideas.



2. Projects

  • I am currently implementing many popular Deep Learning architectures from scratch. My goal is to understand them better, but also to create a useful resource (with good documentation, and clear forward & backward passes) for ML learners.

  • My next step leans back towards application development and MLOps. I plan to learn more about APIs and backend development.















3. Technologies




Pinned

  1. js-pytorch js-pytorch Public

    A JavaScript library like PyTorch, built from scratch.

    TypeScript 857 32

  2. Autograd-from-scratch Autograd-from-scratch Public

    Documented and Unit Tested educational Deep Learning framework with Autograd from scratch.

    Python 98 1

  3. Transformer-from-scratch Transformer-from-scratch Public

    Educational Transformer from scratch (no autograd), with forward and backprop.

    Python 30

  4. LSTM-from-scratch LSTM-from-scratch Public

    Character-level LSTM from scratch, with clear backprop.

    Python 2 1