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Jazhyc/README.md

Welcome to my GitHub Profile πŸ‘‹

About Me πŸ“

Hello there! I'm Jeremias Ferrao, an aspiring research scientist currently studying at the University of Groningen (RUG). I have a passion for exploring the worlds of Machine Learning and Artificial Intelligence as well as an undying love for Video Games.

Contact Me πŸ“«

Linkedin Discord

My Work and Interests πŸ’Ό

My current portfolio includes a wide assortment of projects, ranging from a simple yet passionate 2D game to a complex machine learning model that can theoretically diagnose heart disease from ECG data. I'm currently exploring reinforcement learning using World Model based algorithms, as well as the seemingly infinite potential of modern neural network architectures like the Transformer.

Languages and Tools πŸ› οΈ

Python Tensorflow Pytorch Java C++ C

My GitHub Statistics πŸ“Š

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  1. keenanpepper/self-ablating-transformers keenanpepper/self-ablating-transformers Public

    A self-modeling transformer with an auxiliary output head that is an ablation mask for itself, in a second forward pass

    Jupyter Notebook 7 1

  2. feature-steering-RL feature-steering-RL Public

    Jupyter Notebook 4

  3. world-model-policy-transfer world-model-policy-transfer Public

    Python 2 1

  4. sae-rl sae-rl Public

    Jupyter Notebook 3 1

  5. IKNLP-Attribution IKNLP-Attribution Public

    Jupyter Notebook 3

  6. matthjs/xai-gp matthjs/xai-gp Public

    A simple implementation of probabilistic machine learning models with uncertainty quantification, focusing on Gaussian Processes and Deep Ensembles.

    Python 2